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{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8', '16']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'select_segment'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'segs'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'segs_undecided'}; {'id': '8', 'type': 'type', 'children': ['9']}; {'id': '9', 'type': 'generic_type', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'Tuple'}; {'id': '11', 'type': 'type_parameter', 'children': ['12', '14']}; {'id': '12', 'type': 'type', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '14', 'type': 'type', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '16', 'type': 'block', 'children': ['17', '31', '49', '387', '400', '413', '427']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'scores_tips'}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'zeros'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'tuple', 'children': ['26', '30']}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'segs'}; {'id': '30', 'type': 'integer', 'children': [], 'value': '4'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'allindices'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'arange'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '46']}; {'id': '39', 'type': 'subscript', 'children': ['40', '45']}; {'id': '40', 'type': 'attribute', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': '_adata'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '45', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '49', 'type': 'for_statement', 'children': ['50', '53', '57']}; {'id': '50', 'type': 'pattern_list', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'segs'}; {'id': '57', 'type': 'block', 'children': ['58', '69', '106', '110', '176', '199', '213', '227', '236', '289', '299', '316', '328', '357', '371', '378']}; {'id': '58', 'type': 'if_statement', 'children': ['59', '67']}; {'id': '59', 'type': 'comparison_operator', 'children': ['60', '65'], 'value': '=='}; {'id': '60', 'type': 'subscript', 'children': ['61', '64']}; {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '65', 'type': 'unary_operator', 'children': ['66'], 'value': '-'}; {'id': '66', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '67', 'type': 'block', 'children': ['68']}; {'id': '68', 'type': 'continue_statement', 'children': []}; {'id': '69', 'type': 'if_statement', 'children': ['70', '78', '93']}; {'id': '70', 'type': 'not_operator', 'children': ['71']}; {'id': '71', 'type': 'call', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '73', 'type': 'argument_list', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'distances_dpt'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'OnFlySymMatrix'}; {'id': '78', 'type': 'block', 'children': ['79']}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '82', 'type': 'subscript', 'children': ['83', '86']}; {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'distances_dpt'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'ix_'}; {'id': '90', 'type': 'argument_list', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '93', 'type': 'else_clause', 'children': ['94']}; {'id': '94', 'type': 'block', 'children': ['95']}; {'id': '95', 'type': 'expression_statement', 'children': ['96']}; {'id': '96', 'type': 'assignment', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '98', 'type': 'call', 'children': ['99', '104']}; {'id': '99', 'type': 'attribute', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'distances_dpt'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'restrict'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}; {'id': '107', 'type': 'assignment', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'third_maximizer'}; {'id': '109', 'type': 'None', 'children': []}; {'id': '110', 'type': 'if_statement', 'children': ['111', '114']}; {'id': '111', 'type': 'subscript', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'segs_undecided'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '114', 'type': 'block', 'children': ['115']}; {'id': '115', 'type': 'for_statement', 'children': ['116', '117', '124']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'jseg'}; {'id': '117', 'type': 'call', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '119', 'type': 'argument_list', 'children': ['120']}; {'id': '120', 'type': 'call', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'segs'}; {'id': '124', 'type': 'block', 'children': ['125']}; {'id': '125', 'type': 'if_statement', 'children': ['126', '129']}; {'id': '126', 'type': 'comparison_operator', 'children': ['127', '128'], 'value': '!='}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'jseg'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '129', 'type': 'block', 'children': ['130']}; {'id': '130', 'type': 'for_statement', 'children': ['131', '132', '136']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'itip'}; {'id': '132', 'type': 'call', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '134', 'type': 'argument_list', 'children': ['135']}; {'id': '135', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '136', 'type': 'block', 'children': ['137']}; {'id': '137', 'type': 'if_statement', 'children': ['138', '171']}; {'id': '138', 'type': '()', 'children': ['139']}; {'id': '139', 'type': 'comparison_operator', 'children': ['140', '154'], 'value': '<'}; {'id': '140', 'type': 'subscript', 'children': ['141', '144', '149']}; {'id': '141', 'type': 'attribute', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'distances_dpt'}; {'id': '144', 'type': 'subscript', 'children': ['145', '148']}; {'id': '145', 'type': 'subscript', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'jseg'}; {'id': '148', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '149', 'type': 'subscript', 'children': ['150', '153']}; {'id': '150', 'type': 'subscript', 'children': ['151', '152']}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'itip'}; {'id': '154', 'type': 'binary_operator', 'children': ['155', '156'], 'value': '*'}; {'id': '155', 'type': 'float', 'children': [], 'value': '0.5'}; {'id': '156', 'type': 'subscript', 'children': ['157', '160', '166']}; {'id': '157', 'type': 'attribute', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'distances_dpt'}; {'id': '160', 'type': 'subscript', 'children': ['161', '164']}; {'id': '161', 'type': 'subscript', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '164', 'type': 'unary_operator', 'children': ['165'], 'value': '~'}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'itip'}; {'id': '166', 'type': 'subscript', 'children': ['167', '170']}; {'id': '167', 'type': 'subscript', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'itip'}; {'id': '171', 'type': 'block', 'children': ['172']}; {'id': '172', 'type': 'expression_statement', 'children': ['173']}; {'id': '173', 'type': 'assignment', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'third_maximizer'}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'itip'}; {'id': '176', 'type': 'expression_statement', 'children': ['177']}; {'id': '177', 'type': 'assignment', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '179', 'type': 'list_comprehension', 'children': ['180', '194']}; {'id': '180', 'type': 'subscript', 'children': ['181', '193']}; {'id': '181', 'type': 'subscript', 'children': ['182', '192']}; {'id': '182', 'type': 'call', 'children': ['183', '186']}; {'id': '183', 'type': 'attribute', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'where'}; {'id': '186', 'type': 'argument_list', 'children': ['187']}; {'id': '187', 'type': 'comparison_operator', 'children': ['188', '191'], 'value': '=='}; {'id': '188', 'type': 'subscript', 'children': ['189', '190']}; {'id': '189', 'type': 'identifier', 'children': [], 'value': 'allindices'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '191', 'type': 'identifier', 'children': [], 'value': 'tip'}; {'id': '192', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '193', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '194', 'type': 'for_in_clause', 'children': ['195', '196']}; {'id': '195', 'type': 'identifier', 'children': [], 'value': 'tip'}; {'id': '196', 'type': 'subscript', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'segs_tips'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'assignment', 'children': ['201', '202']}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '202', 'type': 'binary_operator', 'children': ['203', '208'], 'value': '+'}; {'id': '203', 'type': 'subscript', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '205', 'type': 'subscript', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '207', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '208', 'type': 'subscript', 'children': ['209', '210']}; {'id': '209', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '210', 'type': 'subscript', 'children': ['211', '212']}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '212', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '213', 'type': 'if_statement', 'children': ['214', '225']}; {'id': '214', 'type': 'not_operator', 'children': ['215']}; {'id': '215', 'type': 'call', 'children': ['216', '224']}; {'id': '216', 'type': 'attribute', 'children': ['217', '223']}; {'id': '217', 'type': 'call', 'children': ['218', '221']}; {'id': '218', 'type': 'attribute', 'children': ['219', '220']}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'isfinite'}; {'id': '221', 'type': 'argument_list', 'children': ['222']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '224', 'type': 'argument_list', 'children': []}; {'id': '225', 'type': 'block', 'children': ['226']}; {'id': '226', 'type': 'continue_statement', 'children': []}; {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '230']}; {'id': '229', 'type': 'identifier', 'children': [], 'value': 'third_tip'}; {'id': '230', 'type': 'call', 'children': ['231', '234']}; {'id': '231', 'type': 'attribute', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'argmax'}; {'id': '234', 'type': 'argument_list', 'children': ['235']}; {'id': '235', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '236', 'type': 'if_statement', 'children': ['237', '240']}; {'id': '237', 'type': 'comparison_operator', 'children': ['238', '239'], 'value': 'is'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'third_maximizer'}; {'id': '239', 'type': 'None', 'children': []}; {'id': '240', 'type': 'block', 'children': ['241', '247', '256']}; {'id': '241', 'type': 'expression_statement', 'children': ['242']}; {'id': '242', 'type': 'augmented_assignment', 'children': ['243', '244'], 'value': '+='}; {'id': '243', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '244', 'type': 'subscript', 'children': ['245', '246']}; {'id': '245', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'third_tip'}; {'id': '247', 'type': 'expression_statement', 'children': ['248']}; {'id': '248', 'type': 'assignment', 'children': ['249', '250']}; {'id': '249', 'type': 'identifier', 'children': [], 'value': 'fourth_tip'}; {'id': '250', 'type': 'call', 'children': ['251', '254']}; {'id': '251', 'type': 'attribute', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'argmax'}; {'id': '254', 'type': 'argument_list', 'children': ['255']}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '256', 'type': 'if_statement', 'children': ['257', '266', '281']}; {'id': '257', 'type': 'boolean_operator', 'children': ['258', '263'], 'value': 'and'}; {'id': '258', 'type': 'comparison_operator', 'children': ['259', '260'], 'value': '!='}; {'id': '259', 'type': 'identifier', 'children': [], 'value': 'fourth_tip'}; {'id': '260', 'type': 'subscript', 'children': ['261', '262']}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '262', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '263', 'type': 'comparison_operator', 'children': ['264', '265'], 'value': '!='}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'fourth_tip'}; {'id': '265', 'type': 'identifier', 'children': [], 'value': 'third_tip'}; {'id': '266', 'type': 'block', 'children': ['267', '273']}; {'id': '267', 'type': 'expression_statement', 'children': ['268']}; {'id': '268', 'type': 'assignment', 'children': ['269', '272']}; {'id': '269', 'type': 'subscript', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '271', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'fourth_tip'}; {'id': '273', 'type': 'expression_statement', 'children': ['274']}; {'id': '274', 'type': 'augmented_assignment', 'children': ['275', '276'], 'value': '-='}; {'id': '275', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '276', 'type': 'subscript', 'children': ['277', '278']}; {'id': '277', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '278', 'type': 'subscript', 'children': ['279', '280']}; {'id': '279', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '280', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '281', 'type': 'else_clause', 'children': ['282']}; {'id': '282', 'type': 'block', 'children': ['283']}; {'id': '283', 'type': 'expression_statement', 'children': ['284']}; {'id': '284', 'type': 'augmented_assignment', 'children': ['285', '286'], 'value': '-='}; {'id': '285', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '286', 'type': 'subscript', 'children': ['287', '288']}; {'id': '287', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'third_tip'}; {'id': '289', 'type': 'expression_statement', 'children': ['290']}; {'id': '290', 'type': 'assignment', 'children': ['291', '292']}; {'id': '291', 'type': 'identifier', 'children': [], 'value': 'tips3'}; {'id': '292', 'type': 'call', 'children': ['293', '296']}; {'id': '293', 'type': 'attribute', 'children': ['294', '295']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '295', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '296', 'type': 'argument_list', 'children': ['297', '298']}; {'id': '297', 'type': 'identifier', 'children': [], 'value': 'tips'}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'third_tip'}; {'id': '299', 'type': 'expression_statement', 'children': ['300']}; {'id': '300', 'type': 'assignment', 'children': ['301', '302']}; {'id': '301', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '302', 'type': 'binary_operator', 'children': ['303', '308'], 'value': '/'}; {'id': '303', 'type': 'subscript', 'children': ['304', '305']}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'dseg'}; {'id': '305', 'type': 'subscript', 'children': ['306', '307']}; {'id': '306', 'type': 'identifier', 'children': [], 'value': 'tips3'}; {'id': '307', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '308', 'type': 'subscript', 'children': ['309', '310', '313']}; {'id': '309', 'type': 'identifier', 'children': [], 'value': 'Dseg'}; {'id': '310', 'type': 'subscript', 'children': ['311', '312']}; {'id': '311', 'type': 'identifier', 'children': [], 'value': 'tips3'}; {'id': '312', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '313', 'type': 'subscript', 'children': ['314', '315']}; {'id': '314', 'type': 'identifier', 'children': [], 'value': 'tips3'}; {'id': '315', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '316', 'type': 'expression_statement', 'children': ['317']}; {'id': '317', 'type': 'assignment', 'children': ['318', '319']}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '319', 'type': 'conditional_expression', 'children': ['320', '324', '327'], 'value': 'if'}; {'id': '320', 'type': 'call', 'children': ['321', '322']}; {'id': '321', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '322', 'type': 'argument_list', 'children': ['323']}; {'id': '323', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '324', 'type': 'attribute', 'children': ['325', '326']}; {'id': '325', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '326', 'type': 'identifier', 'children': [], 'value': 'choose_largest_segment'}; {'id': '327', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '328', 'type': 'expression_statement', 'children': ['329']}; {'id': '329', 'type': 'call', 'children': ['330', '333']}; {'id': '330', 'type': 'attribute', 'children': ['331', '332']}; {'id': '331', 'type': 'identifier', 'children': [], 'value': 'logg'}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '333', 'type': 'argument_list', 'children': ['334', '335', '336', '337', '338', '339', '343', '354']}; {'id': '334', 'type': 'string', 'children': [], 'value': "' group'"}; {'id': '335', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '336', 'type': 'string', 'children': [], 'value': "'score'"}; {'id': '337', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '338', 'type': 'string', 'children': [], 'value': "'n_points'"}; {'id': '339', 'type': 'call', 'children': ['340', '341']}; {'id': '340', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '341', 'type': 'argument_list', 'children': ['342']}; {'id': '342', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '343', 'type': 'conditional_expression', 'children': ['344', '345', '353'], 'value': 'if'}; {'id': '344', 'type': 'string', 'children': [], 'value': "'(too small)'"}; {'id': '345', 'type': 'comparison_operator', 'children': ['346', '350'], 'value': '<'}; {'id': '346', 'type': 'call', 'children': ['347', '348']}; {'id': '347', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '348', 'type': 'argument_list', 'children': ['349']}; {'id': '349', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '350', 'type': 'attribute', 'children': ['351', '352']}; {'id': '351', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '352', 'type': 'identifier', 'children': [], 'value': 'min_group_size'}; {'id': '353', 'type': 'string', 'children': [], 'value': "''"}; {'id': '354', 'type': 'keyword_argument', 'children': ['355', '356']}; {'id': '355', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '356', 'type': 'integer', 'children': [], 'value': '4'}; {'id': '357', 'type': 'if_statement', 'children': ['358', '366']}; {'id': '358', 'type': 'comparison_operator', 'children': ['359', '363'], 'value': '<='}; {'id': '359', 'type': 'call', 'children': ['360', '361']}; {'id': '360', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '361', 'type': 'argument_list', 'children': ['362']}; {'id': '362', 'type': 'identifier', 'children': [], 'value': 'seg'}; {'id': '363', 'type': 'attribute', 'children': ['364', '365']}; {'id': '364', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '365', 'type': 'identifier', 'children': [], 'value': 'min_group_size'}; {'id': '366', 'type': 'block', 'children': ['367']}; {'id': '367', 'type': 'expression_statement', 'children': ['368']}; {'id': '368', 'type': 'assignment', 'children': ['369', '370']}; {'id': '369', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '370', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '371', 'type': 'expression_statement', 'children': ['372']}; {'id': '372', 'type': 'assignment', 'children': ['373', '377']}; {'id': '373', 'type': 'subscript', 'children': ['374', '375', '376']}; {'id': '374', 'type': 'identifier', 'children': [], 'value': 'scores_tips'}; {'id': '375', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '376', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '377', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '378', 'type': 'expression_statement', 'children': ['379']}; {'id': '379', 'type': 'assignment', 'children': ['380', '386']}; {'id': '380', 'type': 'subscript', 'children': ['381', '382', '383']}; {'id': '381', 'type': 'identifier', 'children': [], 'value': 'scores_tips'}; {'id': '382', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '383', 'type': 'slice', 'children': ['384', '385']}; {'id': '384', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '385', 'type': 'colon', 'children': []}; {'id': '386', 'type': 'identifier', 'children': [], 'value': 'tips3'}; {'id': '387', 'type': 'expression_statement', 'children': ['388']}; {'id': '388', 'type': 'assignment', 'children': ['389', '390']}; {'id': '389', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '390', 'type': 'call', 'children': ['391', '394']}; {'id': '391', 'type': 'attribute', 'children': ['392', '393']}; {'id': '392', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '393', 'type': 'identifier', 'children': [], 'value': 'argmax'}; {'id': '394', 'type': 'argument_list', 'children': ['395']}; {'id': '395', 'type': 'subscript', 'children': ['396', '397', '399']}; {'id': '396', 'type': 'identifier', 'children': [], 'value': 'scores_tips'}; {'id': '397', 'type': 'slice', 'children': ['398']}; {'id': '398', 'type': 'colon', 'children': []}; {'id': '399', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '400', 'type': 'if_statement', 'children': ['401', '407']}; {'id': '401', 'type': 'comparison_operator', 'children': ['402', '406'], 'value': '=='}; {'id': '402', 'type': 'subscript', 'children': ['403', '404', '405']}; {'id': '403', 'type': 'identifier', 'children': [], 'value': 'scores_tips'}; {'id': '404', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '405', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '406', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '407', 'type': 'block', 'children': ['408']}; {'id': '408', 'type': 'return_statement', 'children': ['409']}; {'id': '409', 'type': 'expression_list', 'children': ['410', '412']}; {'id': '410', 'type': 'unary_operator', 'children': ['411'], 'value': '-'}; {'id': '411', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '412', 'type': 'None', 'children': []}; {'id': '413', 'type': 'expression_statement', 'children': ['414']}; {'id': '414', 'type': 'assignment', 'children': ['415', '416']}; {'id': '415', 'type': 'identifier', 'children': [], 'value': 'tips3'}; {'id': '416', 'type': 'call', 'children': ['417', '425']}; {'id': '417', 'type': 'attribute', 'children': ['418', '424']}; {'id': '418', 'type': 'subscript', 'children': ['419', '420', '421']}; {'id': '419', 'type': 'identifier', 'children': [], 'value': 'scores_tips'}; {'id': '420', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '421', 'type': 'slice', 'children': ['422', '423']}; {'id': '422', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '423', 'type': 'colon', 'children': []}; {'id': '424', 'type': 'identifier', 'children': [], 'value': 'astype'}; {'id': '425', 'type': 'argument_list', 'children': ['426']}; {'id': '426', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '427', 'type': 'return_statement', 'children': ['428']}; {'id': '428', 'type': 'expression_list', 'children': ['429', '430']}; {'id': '429', 'type': 'identifier', 'children': [], 'value': 'iseg'}; {'id': '430', 'type': 'identifier', 'children': [], 'value': 'tips3'} | def select_segment(self, segs, segs_tips, segs_undecided) -> Tuple[int, int]:
scores_tips = np.zeros((len(segs), 4))
allindices = np.arange(self._adata.shape[0], dtype=int)
for iseg, seg in enumerate(segs):
if segs_tips[iseg][0] == -1: continue
if not isinstance(self.distances_dpt, OnFlySymMatrix):
Dseg = self.distances_dpt[np.ix_(seg, seg)]
else:
Dseg = self.distances_dpt.restrict(seg)
third_maximizer = None
if segs_undecided[iseg]:
for jseg in range(len(segs)):
if jseg != iseg:
for itip in range(2):
if (self.distances_dpt[segs_tips[jseg][1], segs_tips[iseg][itip]]
< 0.5 * self.distances_dpt[segs_tips[iseg][~itip], segs_tips[iseg][itip]]):
third_maximizer = itip
tips = [np.where(allindices[seg] == tip)[0][0]
for tip in segs_tips[iseg]]
dseg = Dseg[tips[0]] + Dseg[tips[1]]
if not np.isfinite(dseg).any():
continue
third_tip = np.argmax(dseg)
if third_maximizer is not None:
dseg += Dseg[third_tip]
fourth_tip = np.argmax(dseg)
if fourth_tip != tips[0] and fourth_tip != third_tip:
tips[1] = fourth_tip
dseg -= Dseg[tips[1]]
else:
dseg -= Dseg[third_tip]
tips3 = np.append(tips, third_tip)
score = dseg[tips3[2]] / Dseg[tips3[0], tips3[1]]
score = len(seg) if self.choose_largest_segment else score
logg.m(' group', iseg, 'score', score, 'n_points', len(seg),
'(too small)' if len(seg) < self.min_group_size else '', v=4)
if len(seg) <= self.min_group_size: score = 0
scores_tips[iseg, 0] = score
scores_tips[iseg, 1:] = tips3
iseg = np.argmax(scores_tips[:, 0])
if scores_tips[iseg, 0] == 0: return -1, None
tips3 = scores_tips[iseg, 1:].astype(int)
return iseg, tips3 |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'unique_categories'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '5', 'type': 'block', 'children': ['6', '15', '32', '54']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'unique'}; {'id': '13', 'type': 'argument_list', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'setdiff1d'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'settings'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'categories_to_ignore'}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'natsorted'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '46', 'type': 'lambda', 'children': ['47', '49']}; {'id': '47', 'type': 'lambda_parameters', 'children': ['48']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'upper'}; {'id': '53', 'type': 'argument_list', 'children': []}; {'id': '54', 'type': 'return_statement', 'children': ['55']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'categories'} | def unique_categories(categories):
categories = np.unique(categories)
categories = np.setdiff1d(categories, np.array(settings.categories_to_ignore))
categories = np.array(natsorted(categories, key=lambda v: v.upper()))
return categories |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'find_one_and_delete'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'filter'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'projection'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'dictionary_splat_pattern', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '17', 'type': 'block', 'children': ['18', '24']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '23']}; {'id': '20', 'type': 'subscript', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'remove'"}; {'id': '23', 'type': 'True', 'children': []}; {'id': '24', 'type': 'return_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': '__find_and_modify'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31', '32', '33', '36']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'filter'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'projection'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '36', 'type': 'dictionary_splat', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | def find_one_and_delete(self, filter,
projection=None, sort=None, session=None, **kwargs):
kwargs['remove'] = True
return self.__find_and_modify(filter, projection, sort,
session=session, **kwargs) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '23', '53']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'new_lines'}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'parse_block'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '22', 'type': 'True', 'children': []}; {'id': '23', 'type': 'for_statement', 'children': ['24', '25', '35']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'block'}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '32']}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'parse_blocks'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '32', 'type': 'keyword_argument', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'first_key'}; {'id': '35', 'type': 'block', 'children': ['36', '46']}; {'id': '36', 'type': 'if_statement', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'new_lines'}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'new_lines'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'string', 'children': [], 'value': "''"}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'new_lines'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'block'}; {'id': '53', 'type': 'return_statement', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'new_lines'} | def sort(lines):
lines = list(lines)
new_lines = parse_block(lines, header=True)
for block in sorted(parse_blocks(lines), key=first_key):
if new_lines:
new_lines.append('')
new_lines.extend(block)
return new_lines |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'first_key'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'for_statement', 'children': ['7', '8', '9', '38']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '9', 'type': 'block', 'children': ['10', '36']}; {'id': '10', 'type': 'if_statement', 'children': ['11', '14', '29']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '14', 'type': 'ERROR', 'children': ['15', '16', '17']}; {'id': '15', 'type': 'ERROR', 'children': []}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'continue'}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '19', 'type': 'generator_expression', 'children': ['20', '26']}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'quote'}; {'id': '26', 'type': 'for_in_clause', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'quote'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'QUOTES'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'return_statement', 'children': ['31']}; {'id': '31', 'type': 'subscript', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '33', 'type': 'slice', 'children': ['34', '35']}; {'id': '34', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '35', 'type': 'colon', 'children': []}; {'id': '36', 'type': 'return_statement', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '38', 'type': 'else_clause', 'children': ['39']}; {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'return_statement', 'children': ['41']}; {'id': '41', 'type': 'string', 'children': [], 'value': "''"} | def first_key(lines):
for line in lines:
if line.startswith('
continue
if any(line.startswith(quote) for quote in QUOTES):
return line[1:]
return line
else:
return '' |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'geoadd'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'longitude'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'latitude'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '9', 'type': 'list_splat_pattern', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '11', 'type': 'dictionary_splat_pattern', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '13', 'type': 'block', 'children': ['14']}; {'id': '14', 'type': 'return_statement', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21', '22', '23', '24', '25', '27']}; {'id': '20', 'type': 'string', 'children': [], 'value': "b'GEOADD'"}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'longitude'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'latitude'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '25', 'type': 'list_splat', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '27', 'type': 'dictionary_splat', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | def geoadd(self, key, longitude, latitude, member, *args, **kwargs):
return self.execute(
b'GEOADD', key, longitude, latitude, member, *args, **kwargs
) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '31']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'georadius'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9', '12', '13', '16', '19', '22', '25', '28']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'longitude'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'latitude'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'radius'}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'unit'}; {'id': '11', 'type': 'string', 'children': [], 'value': "'m'"}; {'id': '12', 'type': 'keyword_separator', 'children': []}; {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '15', 'type': 'False', 'children': []}; {'id': '16', 'type': 'default_parameter', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '18', 'type': 'False', 'children': []}; {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '21', 'type': 'False', 'children': []}; {'id': '22', 'type': 'default_parameter', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '24', 'type': 'None', 'children': []}; {'id': '25', 'type': 'default_parameter', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '27', 'type': 'None', 'children': []}; {'id': '28', 'type': 'default_parameter', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': '_NOTSET'}; {'id': '31', 'type': 'block', 'children': ['32', '45', '64', '86']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'validate_georadius_options'}; {'id': '37', 'type': 'argument_list', 'children': ['38', '39', '40', '41', '42', '43', '44']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'radius'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'unit'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54', '55', '56', '57', '58', '59', '61']}; {'id': '53', 'type': 'string', 'children': [], 'value': "b'GEORADIUS'"}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'longitude'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'latitude'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'radius'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'unit'}; {'id': '59', 'type': 'list_splat', 'children': ['60']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '61', 'type': 'keyword_argument', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '64', 'type': 'if_statement', 'children': ['65', '70']}; {'id': '65', 'type': 'boolean_operator', 'children': ['66', '69'], 'value': 'or'}; {'id': '66', 'type': 'boolean_operator', 'children': ['67', '68'], 'value': 'or'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '70', 'type': 'block', 'children': ['71']}; {'id': '71', 'type': 'return_statement', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'wait_convert'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76', '77', '80', '83']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'make_geomember'}; {'id': '77', 'type': 'keyword_argument', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '80', 'type': 'keyword_argument', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '83', 'type': 'keyword_argument', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '86', 'type': 'return_statement', 'children': ['87']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'fut'} | def georadius(self, key, longitude, latitude, radius, unit='m', *,
with_dist=False, with_hash=False, with_coord=False,
count=None, sort=None, encoding=_NOTSET):
args = validate_georadius_options(
radius, unit, with_dist, with_hash, with_coord, count, sort
)
fut = self.execute(
b'GEORADIUS', key, longitude, latitude, radius,
unit, *args, encoding=encoding
)
if with_dist or with_hash or with_coord:
return wait_convert(fut, make_geomember,
with_dist=with_dist,
with_hash=with_hash,
with_coord=with_coord)
return fut |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '30']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'georadiusbymember'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '11', '12', '15', '18', '21', '24', '27']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'radius'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'unit'}; {'id': '10', 'type': 'string', 'children': [], 'value': "'m'"}; {'id': '11', 'type': 'keyword_separator', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '14', 'type': 'False', 'children': []}; {'id': '15', 'type': 'default_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '17', 'type': 'False', 'children': []}; {'id': '18', 'type': 'default_parameter', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '20', 'type': 'False', 'children': []}; {'id': '21', 'type': 'default_parameter', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '23', 'type': 'None', 'children': []}; {'id': '24', 'type': 'default_parameter', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '26', 'type': 'None', 'children': []}; {'id': '27', 'type': 'default_parameter', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_NOTSET'}; {'id': '30', 'type': 'block', 'children': ['31', '44', '62', '84']}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'validate_georadius_options'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38', '39', '40', '41', '42', '43']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'radius'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'unit'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '53', '54', '55', '56', '57', '59']}; {'id': '52', 'type': 'string', 'children': [], 'value': "b'GEORADIUSBYMEMBER'"}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'radius'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'unit'}; {'id': '57', 'type': 'list_splat', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '59', 'type': 'keyword_argument', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '62', 'type': 'if_statement', 'children': ['63', '68']}; {'id': '63', 'type': 'boolean_operator', 'children': ['64', '67'], 'value': 'or'}; {'id': '64', 'type': 'boolean_operator', 'children': ['65', '66'], 'value': 'or'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '68', 'type': 'block', 'children': ['69']}; {'id': '69', 'type': 'return_statement', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'wait_convert'}; {'id': '72', 'type': 'argument_list', 'children': ['73', '74', '75', '78', '81']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'make_geomember'}; {'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'with_dist'}; {'id': '78', 'type': 'keyword_argument', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'with_hash'}; {'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'with_coord'}; {'id': '84', 'type': 'return_statement', 'children': ['85']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'fut'} | def georadiusbymember(self, key, member, radius, unit='m', *,
with_dist=False, with_hash=False, with_coord=False,
count=None, sort=None, encoding=_NOTSET):
args = validate_georadius_options(
radius, unit, with_dist, with_hash, with_coord, count, sort
)
fut = self.execute(
b'GEORADIUSBYMEMBER', key, member, radius,
unit, *args, encoding=encoding)
if with_dist or with_hash or with_coord:
return wait_convert(fut, make_geomember,
with_dist=with_dist,
with_hash=with_hash,
with_coord=with_coord)
return fut |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '26']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '8', '11', '14', '17', '20', '23']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'list_splat_pattern', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'get_patterns'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'by'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'asc'}; {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'default_parameter', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'alpha'}; {'id': '22', 'type': 'False', 'children': []}; {'id': '23', 'type': 'default_parameter', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'store'}; {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'block', 'children': ['27', '31', '42', '58', '75', '91', '99', '110']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '30', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '31', 'type': 'if_statement', 'children': ['32', '35']}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '34'], 'value': 'is'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'by'}; {'id': '34', 'type': 'None', 'children': []}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'augmented_assignment', 'children': ['38', '39'], 'value': '+='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '39', 'type': 'list', 'children': ['40', '41'], 'value': "[b'BY', by]"}; {'id': '40', 'type': 'string', 'children': [], 'value': "b'BY'"}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'by'}; {'id': '42', 'type': 'if_statement', 'children': ['43', '50']}; {'id': '43', 'type': 'boolean_operator', 'children': ['44', '47'], 'value': 'and'}; {'id': '44', 'type': 'comparison_operator', 'children': ['45', '46'], 'value': 'is'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '46', 'type': 'None', 'children': []}; {'id': '47', 'type': 'comparison_operator', 'children': ['48', '49'], 'value': 'is'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '49', 'type': 'None', 'children': []}; {'id': '50', 'type': 'block', 'children': ['51']}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'augmented_assignment', 'children': ['53', '54'], 'value': '+='}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '54', 'type': 'list', 'children': ['55', '56', '57'], 'value': "[b'LIMIT', offset, count]"}; {'id': '55', 'type': 'string', 'children': [], 'value': "b'LIMIT'"}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '58', 'type': 'if_statement', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'get_patterns'}; {'id': '60', 'type': 'block', 'children': ['61']}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'augmented_assignment', 'children': ['63', '64'], 'value': '+='}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '66', 'type': 'argument_list', 'children': ['67', '74']}; {'id': '67', 'type': 'generator_expression', 'children': ['68', '71']}; {'id': '68', 'type': 'list', 'children': ['69', '70'], 'value': "[b'GET', pattern]"}; {'id': '69', 'type': 'string', 'children': [], 'value': "b'GET'"}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'pattern'}; {'id': '71', 'type': 'for_in_clause', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'pattern'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'get_patterns'}; {'id': '74', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '75', 'type': 'if_statement', 'children': ['76', '79']}; {'id': '76', 'type': 'comparison_operator', 'children': ['77', '78'], 'value': 'is'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'asc'}; {'id': '78', 'type': 'None', 'children': []}; {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'augmented_assignment', 'children': ['82', '83'], 'value': '+='}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '83', 'type': 'list', 'children': ['84'], 'value': "[asc is True and b'ASC' or b'DESC']"}; {'id': '84', 'type': 'boolean_operator', 'children': ['85', '90'], 'value': 'or'}; {'id': '85', 'type': 'boolean_operator', 'children': ['86', '89'], 'value': 'and'}; {'id': '86', 'type': 'comparison_operator', 'children': ['87', '88'], 'value': 'is'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'asc'}; {'id': '88', 'type': 'True', 'children': []}; {'id': '89', 'type': 'string', 'children': [], 'value': "b'ASC'"}; {'id': '90', 'type': 'string', 'children': [], 'value': "b'DESC'"}; {'id': '91', 'type': 'if_statement', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'alpha'}; {'id': '93', 'type': 'block', 'children': ['94']}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}; {'id': '95', 'type': 'augmented_assignment', 'children': ['96', '97'], 'value': '+='}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '97', 'type': 'list', 'children': ['98'], 'value': "[b'ALPHA']"}; {'id': '98', 'type': 'string', 'children': [], 'value': "b'ALPHA'"}; {'id': '99', 'type': 'if_statement', 'children': ['100', '103']}; {'id': '100', 'type': 'comparison_operator', 'children': ['101', '102'], 'value': 'is'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'store'}; {'id': '102', 'type': 'None', 'children': []}; {'id': '103', 'type': 'block', 'children': ['104']}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}; {'id': '105', 'type': 'augmented_assignment', 'children': ['106', '107'], 'value': '+='}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '107', 'type': 'list', 'children': ['108', '109'], 'value': "[b'STORE', store]"}; {'id': '108', 'type': 'string', 'children': [], 'value': "b'STORE'"}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'store'}; {'id': '110', 'type': 'return_statement', 'children': ['111']}; {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '117', '118']}; {'id': '116', 'type': 'string', 'children': [], 'value': "b'SORT'"}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '118', 'type': 'list_splat', 'children': ['119']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'args'} | def sort(self, key, *get_patterns,
by=None, offset=None, count=None,
asc=None, alpha=False, store=None):
args = []
if by is not None:
args += [b'BY', by]
if offset is not None and count is not None:
args += [b'LIMIT', offset, count]
if get_patterns:
args += sum(([b'GET', pattern] for pattern in get_patterns), [])
if asc is not None:
args += [asc is True and b'ASC' or b'DESC']
if alpha:
args += [b'ALPHA']
if store is not None:
args += [b'STORE', store]
return self.execute(b'SORT', key, *args) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zadd'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '10']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '8', 'type': 'list_splat_pattern', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'exist'}; {'id': '12', 'type': 'None', 'children': []}; {'id': '13', 'type': 'block', 'children': ['14', '29', '44', '63', '84', '88', '116', '125', '135']}; {'id': '14', 'type': 'if_statement', 'children': ['15', '23']}; {'id': '15', 'type': 'not_operator', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '20', 'type': 'tuple', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'raise_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'string', 'children': [], 'value': '"score argument must be int or float"'}; {'id': '29', 'type': 'if_statement', 'children': ['30', '38']}; {'id': '30', 'type': 'comparison_operator', 'children': ['31', '37'], 'value': '!='}; {'id': '31', 'type': 'binary_operator', 'children': ['32', '36'], 'value': '%'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '36', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '37', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'raise_statement', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'string', 'children': [], 'value': '"length of pairs must be even number"'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'scores'}; {'id': '47', 'type': 'generator_expression', 'children': ['48', '49', '57']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '49', 'type': 'for_in_clause', 'children': ['50', '53']}; {'id': '50', 'type': 'pattern_list', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '57', 'type': 'if_clause', 'children': ['58']}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '62'], 'value': '=='}; {'id': '59', 'type': 'binary_operator', 'children': ['60', '61'], 'value': '%'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '61', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '62', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '63', 'type': 'if_statement', 'children': ['64', '78']}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '66', 'type': 'generator_expression', 'children': ['67', '75']}; {'id': '67', 'type': 'not_operator', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '72', 'type': 'tuple', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '75', 'type': 'for_in_clause', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'scores'}; {'id': '78', 'type': 'block', 'children': ['79']}; {'id': '79', 'type': 'raise_statement', 'children': ['80']}; {'id': '80', 'type': 'call', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '82', 'type': 'argument_list', 'children': ['83']}; {'id': '83', 'type': 'string', 'children': [], 'value': '"all scores must be int or float"'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '87', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '88', 'type': 'if_statement', 'children': ['89', '94', '102']}; {'id': '89', 'type': 'comparison_operator', 'children': ['90', '91'], 'value': 'is'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'exist'}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'ZSET_IF_EXIST'}; {'id': '94', 'type': 'block', 'children': ['95']}; {'id': '95', 'type': 'expression_statement', 'children': ['96']}; {'id': '96', 'type': 'call', 'children': ['97', '100']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '100', 'type': 'argument_list', 'children': ['101']}; {'id': '101', 'type': 'string', 'children': [], 'value': "b'XX'"}; {'id': '102', 'type': 'elif_clause', 'children': ['103', '108']}; {'id': '103', 'type': 'comparison_operator', 'children': ['104', '105'], 'value': 'is'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'exist'}; {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'ZSET_IF_NOT_EXIST'}; {'id': '108', 'type': 'block', 'children': ['109']}; {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'string', 'children': [], 'value': "b'NX'"}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}; {'id': '117', 'type': 'call', 'children': ['118', '121']}; {'id': '118', 'type': 'attribute', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '121', 'type': 'argument_list', 'children': ['122']}; {'id': '122', 'type': 'list', 'children': ['123', '124'], 'value': '[score, member]'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '125', 'type': 'if_statement', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '127', 'type': 'block', 'children': ['128']}; {'id': '128', 'type': 'expression_statement', 'children': ['129']}; {'id': '129', 'type': 'call', 'children': ['130', '133']}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '133', 'type': 'argument_list', 'children': ['134']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '135', 'type': 'return_statement', 'children': ['136']}; {'id': '136', 'type': 'call', 'children': ['137', '140']}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '140', 'type': 'argument_list', 'children': ['141', '142', '143']}; {'id': '141', 'type': 'string', 'children': [], 'value': "b'ZADD'"}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '143', 'type': 'list_splat', 'children': ['144']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'args'} | def zadd(self, key, score, member, *pairs, exist=None):
if not isinstance(score, (int, float)):
raise TypeError("score argument must be int or float")
if len(pairs) % 2 != 0:
raise TypeError("length of pairs must be even number")
scores = (item for i, item in enumerate(pairs) if i % 2 == 0)
if any(not isinstance(s, (int, float)) for s in scores):
raise TypeError("all scores must be int or float")
args = []
if exist is self.ZSET_IF_EXIST:
args.append(b'XX')
elif exist is self.ZSET_IF_NOT_EXIST:
args.append(b'NX')
args.extend([score, member])
if pairs:
args.extend(pairs)
return self.execute(b'ZADD', key, *args) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '22']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zcount'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '12', '18', '19']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '8', 'type': 'call', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '10', 'type': 'argument_list', 'children': ['11']}; {'id': '11', 'type': 'string', 'children': [], 'value': "'-inf'"}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'string', 'children': [], 'value': "'inf'"}; {'id': '18', 'type': 'keyword_separator', 'children': []}; {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'exclude'}; {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'block', 'children': ['23', '38', '53', '63']}; {'id': '23', 'type': 'if_statement', 'children': ['24', '32']}; {'id': '24', 'type': 'not_operator', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '29', 'type': 'tuple', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '32', 'type': 'block', 'children': ['33']}; {'id': '33', 'type': 'raise_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'string', 'children': [], 'value': '"min argument must be int or float"'}; {'id': '38', 'type': 'if_statement', 'children': ['39', '47']}; {'id': '39', 'type': 'not_operator', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '44', 'type': 'tuple', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'raise_statement', 'children': ['49']}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'string', 'children': [], 'value': '"max argument must be int or float"'}; {'id': '53', 'type': 'if_statement', 'children': ['54', '57']}; {'id': '54', 'type': 'comparison_operator', 'children': ['55', '56'], 'value': '>'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'raise_statement', 'children': ['59']}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'string', 'children': [], 'value': '"min could not be greater than max"'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '68', 'type': 'argument_list', 'children': ['69', '70', '71']}; {'id': '69', 'type': 'string', 'children': [], 'value': "b'ZCOUNT'"}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '71', 'type': 'list_splat', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': '_encode_min_max'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76', '77']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'exclude'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'max'} | def zcount(self, key, min=float('-inf'), max=float('inf'),
*, exclude=None):
if not isinstance(min, (int, float)):
raise TypeError("min argument must be int or float")
if not isinstance(max, (int, float)):
raise TypeError("max argument must be int or float")
if min > max:
raise ValueError("min could not be greater than max")
return self.execute(b'ZCOUNT', key,
*_encode_min_max(exclude, min, max)) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zincrby'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'increment'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '8', 'type': 'block', 'children': ['9', '24', '36']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '18']}; {'id': '10', 'type': 'not_operator', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'increment'}; {'id': '15', 'type': 'tuple', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '18', 'type': 'block', 'children': ['19']}; {'id': '19', 'type': 'raise_statement', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'string', 'children': [], 'value': '"increment argument must be int or float"'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33', '34', '35']}; {'id': '32', 'type': 'string', 'children': [], 'value': "b'ZINCRBY'"}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'increment'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '36', 'type': 'return_statement', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'wait_convert'}; {'id': '39', 'type': 'argument_list', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'int_or_float'} | def zincrby(self, key, increment, member):
if not isinstance(increment, (int, float)):
raise TypeError("increment argument must be int or float")
fut = self.execute(b'ZINCRBY', key, increment, member)
return wait_convert(fut, int_or_float) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zrem'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '7', 'type': 'list_splat_pattern', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'members'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '15', 'type': 'argument_list', 'children': ['16', '17', '18', '19']}; {'id': '16', 'type': 'string', 'children': [], 'value': "b'ZREM'"}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'member'}; {'id': '19', 'type': 'list_splat', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'members'} | def zrem(self, key, member, *members):
return self.execute(b'ZREM', key, member, *members) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '18']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zremrangebylex'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '8', 'type': 'string', 'children': [], 'value': "b'-'"}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '11', 'type': 'string', 'children': [], 'value': "b'+'"}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'include_min'}; {'id': '14', 'type': 'True', 'children': []}; {'id': '15', 'type': 'default_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'include_max'}; {'id': '17', 'type': 'True', 'children': []}; {'id': '18', 'type': 'block', 'children': ['19', '32', '45', '61', '77']}; {'id': '19', 'type': 'if_statement', 'children': ['20', '26']}; {'id': '20', 'type': 'not_operator', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '23', 'type': 'argument_list', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'raise_statement', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'string', 'children': [], 'value': '"min argument must be bytes"'}; {'id': '32', 'type': 'if_statement', 'children': ['33', '39']}; {'id': '33', 'type': 'not_operator', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'raise_statement', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'string', 'children': [], 'value': '"max argument must be bytes"'}; {'id': '45', 'type': 'if_statement', 'children': ['46', '50']}; {'id': '46', 'type': 'not_operator', 'children': ['47']}; {'id': '47', 'type': 'comparison_operator', 'children': ['48', '49'], 'value': '=='}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '49', 'type': 'string', 'children': [], 'value': "b'-'"}; {'id': '50', 'type': 'block', 'children': ['51']}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '54', 'type': 'binary_operator', 'children': ['55', '60'], 'value': '+'}; {'id': '55', 'type': '()', 'children': ['56']}; {'id': '56', 'type': 'conditional_expression', 'children': ['57', '58', '59'], 'value': 'if'}; {'id': '57', 'type': 'string', 'children': [], 'value': "b'['"}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'include_min'}; {'id': '59', 'type': 'string', 'children': [], 'value': "b'('"}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '61', 'type': 'if_statement', 'children': ['62', '66']}; {'id': '62', 'type': 'not_operator', 'children': ['63']}; {'id': '63', 'type': 'comparison_operator', 'children': ['64', '65'], 'value': '=='}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '65', 'type': 'string', 'children': [], 'value': "b'+'"}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'assignment', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '70', 'type': 'binary_operator', 'children': ['71', '76'], 'value': '+'}; {'id': '71', 'type': '()', 'children': ['72']}; {'id': '72', 'type': 'conditional_expression', 'children': ['73', '74', '75'], 'value': 'if'}; {'id': '73', 'type': 'string', 'children': [], 'value': "b'['"}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'include_max'}; {'id': '75', 'type': 'string', 'children': [], 'value': "b'('"}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '77', 'type': 'return_statement', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '82']}; {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '82', 'type': 'argument_list', 'children': ['83', '84', '85', '86']}; {'id': '83', 'type': 'string', 'children': [], 'value': "b'ZREMRANGEBYLEX'"}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'max'} | def zremrangebylex(self, key, min=b'-', max=b'+',
include_min=True, include_max=True):
if not isinstance(min, bytes):
raise TypeError("min argument must be bytes")
if not isinstance(max, bytes):
raise TypeError("max argument must be bytes")
if not min == b'-':
min = (b'[' if include_min else b'(') + min
if not max == b'+':
max = (b'[' if include_max else b'(') + max
return self.execute(b'ZREMRANGEBYLEX', key, min, max) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zremrangebyrank'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'stop'}; {'id': '8', 'type': 'block', 'children': ['9', '22', '35']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '16']}; {'id': '10', 'type': 'not_operator', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'raise_statement', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'string', 'children': [], 'value': '"start argument must be int"'}; {'id': '22', 'type': 'if_statement', 'children': ['23', '29']}; {'id': '23', 'type': 'not_operator', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'stop'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'raise_statement', 'children': ['31']}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'string', 'children': [], 'value': '"stop argument must be int"'}; {'id': '35', 'type': 'return_statement', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42', '43', '44']}; {'id': '41', 'type': 'string', 'children': [], 'value': "b'ZREMRANGEBYRANK'"}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'stop'} | def zremrangebyrank(self, key, start, stop):
if not isinstance(start, int):
raise TypeError("start argument must be int")
if not isinstance(stop, int):
raise TypeError("stop argument must be int")
return self.execute(b'ZREMRANGEBYRANK', key, start, stop) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '22']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zremrangebyscore'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '12', '18', '19']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '8', 'type': 'call', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '10', 'type': 'argument_list', 'children': ['11']}; {'id': '11', 'type': 'string', 'children': [], 'value': "'-inf'"}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'string', 'children': [], 'value': "'inf'"}; {'id': '18', 'type': 'keyword_separator', 'children': []}; {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'exclude'}; {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'block', 'children': ['23', '38', '53', '64']}; {'id': '23', 'type': 'if_statement', 'children': ['24', '32']}; {'id': '24', 'type': 'not_operator', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '29', 'type': 'tuple', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '32', 'type': 'block', 'children': ['33']}; {'id': '33', 'type': 'raise_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'string', 'children': [], 'value': '"min argument must be int or float"'}; {'id': '38', 'type': 'if_statement', 'children': ['39', '47']}; {'id': '39', 'type': 'not_operator', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '44', 'type': 'tuple', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'raise_statement', 'children': ['49']}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'string', 'children': [], 'value': '"max argument must be int or float"'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '58']}; {'id': '55', 'type': 'pattern_list', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '58', 'type': 'call', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': '_encode_min_max'}; {'id': '60', 'type': 'argument_list', 'children': ['61', '62', '63']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'exclude'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '64', 'type': 'return_statement', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '69', 'type': 'argument_list', 'children': ['70', '71', '72', '73']}; {'id': '70', 'type': 'string', 'children': [], 'value': "b'ZREMRANGEBYSCORE'"}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'max'} | def zremrangebyscore(self, key, min=float('-inf'), max=float('inf'),
*, exclude=None):
if not isinstance(min, (int, float)):
raise TypeError("min argument must be int or float")
if not isinstance(max, (int, float)):
raise TypeError("max argument must be int or float")
min, max = _encode_min_max(exclude, min, max)
return self.execute(b'ZREMRANGEBYSCORE', key, min, max) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zrevrange'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'stop'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'withscores'}; {'id': '10', 'type': 'False', 'children': []}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_NOTSET'}; {'id': '14', 'type': 'block', 'children': ['15', '28', '41', '55', '72', '81']}; {'id': '15', 'type': 'if_statement', 'children': ['16', '22']}; {'id': '16', 'type': 'not_operator', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'raise_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'string', 'children': [], 'value': '"start argument must be int"'}; {'id': '28', 'type': 'if_statement', 'children': ['29', '35']}; {'id': '29', 'type': 'not_operator', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'stop'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'raise_statement', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'string', 'children': [], 'value': '"stop argument must be int"'}; {'id': '41', 'type': 'if_statement', 'children': ['42', '43', '49']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'withscores'}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '47', 'type': 'list', 'children': ['48'], 'value': "[b'WITHSCORES']"}; {'id': '48', 'type': 'string', 'children': [], 'value': "b'WITHSCORES'"}; {'id': '49', 'type': 'else_clause', 'children': ['50']}; {'id': '50', 'type': 'block', 'children': ['51']}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '54', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'assignment', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '58', 'type': 'call', 'children': ['59', '62']}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '62', 'type': 'argument_list', 'children': ['63', '64', '65', '66', '67', '69']}; {'id': '63', 'type': 'string', 'children': [], 'value': "b'ZREVRANGE'"}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'stop'}; {'id': '67', 'type': 'list_splat', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '72', 'type': 'if_statement', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'withscores'}; {'id': '74', 'type': 'block', 'children': ['75']}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'wait_convert'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'pairs_int_or_float'}; {'id': '81', 'type': 'return_statement', 'children': ['82']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'fut'} | def zrevrange(self, key, start, stop, withscores=False, encoding=_NOTSET):
if not isinstance(start, int):
raise TypeError("start argument must be int")
if not isinstance(stop, int):
raise TypeError("stop argument must be int")
if withscores:
args = [b'WITHSCORES']
else:
args = []
fut = self.execute(b'ZREVRANGE', key, start, stop, *args,
encoding=encoding)
if withscores:
return wait_convert(fut, pairs_int_or_float)
return fut |
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{'id': '77', 'type': 'boolean_operator', 'children': ['78', '81'], 'value': 'and'}; {'id': '78', 'type': 'comparison_operator', 'children': ['79', '80'], 'value': 'is'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '80', 'type': 'None', 'children': []}; {'id': '81', 'type': 'comparison_operator', 'children': ['82', '83'], 'value': 'is'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '83', 'type': 'None', 'children': []}; {'id': '84', 'type': 'block', 'children': ['85']}; {'id': '85', 'type': 'raise_statement', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}; {'id': '89', 'type': 'string', 'children': [], 'value': '"offset and count must both be specified"'}; {'id': '90', 'type': 'if_statement', 'children': ['91', '101']}; {'id': '91', 'type': 'boolean_operator', 'children': ['92', '95'], 'value': 'and'}; 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{'id': '107', 'type': 'if_statement', 'children': ['108', '118']}; {'id': '108', 'type': 'boolean_operator', 'children': ['109', '112'], 'value': 'and'}; {'id': '109', 'type': 'comparison_operator', 'children': ['110', '111'], 'value': 'is'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '111', 'type': 'None', 'children': []}; {'id': '112', 'type': 'not_operator', 'children': ['113']}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '118', 'type': 'block', 'children': ['119']}; {'id': '119', 'type': 'raise_statement', 'children': ['120']}; {'id': '120', 'type': 'call', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}; {'id': '123', 'type': 'string', 'children': [], 'value': '"count argument must be int"'}; {'id': '124', 'type': 'expression_statement', 'children': ['125']}; {'id': '125', 'type': 'assignment', 'children': ['126', '129']}; {'id': '126', 'type': 'pattern_list', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '129', 'type': 'call', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': '_encode_min_max'}; {'id': '131', 'type': 'argument_list', 'children': ['132', '133', '134']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'exclude'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'assignment', 'children': ['137', '138']}; 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{'id': '151', 'type': 'None', 'children': []}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '154'], 'value': 'is'}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '154', 'type': 'None', 'children': []}; {'id': '155', 'type': 'block', 'children': ['156']}; {'id': '156', 'type': 'expression_statement', 'children': ['157']}; {'id': '157', 'type': 'call', 'children': ['158', '161']}; {'id': '158', 'type': 'attribute', 'children': ['159', '160']}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '161', 'type': 'argument_list', 'children': ['162']}; {'id': '162', 'type': 'list', 'children': ['163', '164', '165'], 'value': "[b'LIMIT', offset, count]"}; {'id': '163', 'type': 'string', 'children': [], 'value': "b'LIMIT'"}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}; {'id': '167', 'type': 'assignment', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '169', 'type': 'call', 'children': ['170', '173']}; {'id': '170', 'type': 'attribute', 'children': ['171', '172']}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '173', 'type': 'argument_list', 'children': ['174', '175', '176', '177', '178', '180']}; {'id': '174', 'type': 'string', 'children': [], 'value': "b'ZREVRANGEBYSCORE'"}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '177', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '178', 'type': 'list_splat', 'children': ['179']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '180', 'type': 'keyword_argument', 'children': ['181', '182']}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '183', 'type': 'if_statement', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'withscores'}; {'id': '185', 'type': 'block', 'children': ['186']}; {'id': '186', 'type': 'return_statement', 'children': ['187']}; {'id': '187', 'type': 'call', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'wait_convert'}; {'id': '189', 'type': 'argument_list', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '191', 'type': 'identifier', 'children': [], 'value': 'pairs_int_or_float'}; {'id': '192', 'type': 'return_statement', 'children': ['193']}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'fut'} | def zrevrangebyscore(self, key, max=float('inf'), min=float('-inf'),
*, exclude=None, withscores=False,
offset=None, count=None, encoding=_NOTSET):
if not isinstance(min, (int, float)):
raise TypeError("min argument must be int or float")
if not isinstance(max, (int, float)):
raise TypeError("max argument must be int or float")
if (offset is not None and count is None) or \
(count is not None and offset is None):
raise TypeError("offset and count must both be specified")
if offset is not None and not isinstance(offset, int):
raise TypeError("offset argument must be int")
if count is not None and not isinstance(count, int):
raise TypeError("count argument must be int")
min, max = _encode_min_max(exclude, min, max)
args = []
if withscores:
args = [b'WITHSCORES']
if offset is not None and count is not None:
args.extend([b'LIMIT', offset, count])
fut = self.execute(b'ZREVRANGEBYSCORE', key, max, min, *args,
encoding=encoding)
if withscores:
return wait_convert(fut, pairs_int_or_float)
return fut |
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fut = self.execute(b'ZSCORE', key, member)
return wait_convert(fut, optional_int_or_float) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zunionstore'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'destkey'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '7', 'type': 'list_splat_pattern', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'with_weights'}; {'id': '11', 'type': 'False', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'aggregate'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16', '23', '30', '34', '94', '142', '155']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '19', 'type': 'binary_operator', 'children': ['20', '22'], 'value': '+'}; {'id': '20', 'type': 'tuple', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'numkeys'}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '33', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '34', 'type': 'if_statement', 'children': ['35', '36', '85']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'with_weights'}; {'id': '36', 'type': 'block', 'children': ['37', '53', '58', '78']}; {'id': '37', 'type': 'assert_statement', 'children': ['38', '51']}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '40', 'type': 'generator_expression', 'children': ['41', '48']}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '45', 'type': 'tuple', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '48', 'type': 'for_in_clause', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '51', 'type': '()', 'children': ['52']}; {'id': '52', 'type': 'string', 'children': [], 'value': '"All key arguments must be (key, weight) tuples"'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'weights'}; {'id': '56', 'type': 'list', 'children': ['57'], 'value': "['WEIGHTS']"}; {'id': '57', 'type': 'string', 'children': [], 'value': "'WEIGHTS'"}; {'id': '58', 'type': 'for_statement', 'children': ['59', '62', '63']}; {'id': '59', 'type': 'pattern_list', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'weight'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '63', 'type': 'block', 'children': ['64', '71']}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'weights'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'weight'}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'weights'}; {'id': '85', 'type': 'else_clause', 'children': ['86']}; {'id': '86', 'type': 'block', 'children': ['87']}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'call', 'children': ['89', '92']}; {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '94', 'type': 'if_statement', 'children': ['95', '100', '110', '126']}; {'id': '95', 'type': 'comparison_operator', 'children': ['96', '97'], 'value': 'is'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'aggregate'}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'ZSET_AGGREGATE_SUM'}; {'id': '100', 'type': 'block', 'children': ['101']}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'call', 'children': ['103', '106']}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '106', 'type': 'argument_list', 'children': ['107']}; {'id': '107', 'type': 'tuple', 'children': ['108', '109']}; {'id': '108', 'type': 'string', 'children': [], 'value': "'AGGREGATE'"}; {'id': '109', 'type': 'string', 'children': [], 'value': "'SUM'"}; {'id': '110', 'type': 'elif_clause', 'children': ['111', '116']}; {'id': '111', 'type': 'comparison_operator', 'children': ['112', '113'], 'value': 'is'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'aggregate'}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'ZSET_AGGREGATE_MAX'}; {'id': '116', 'type': 'block', 'children': ['117']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '122']}; {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}; {'id': '123', 'type': 'tuple', 'children': ['124', '125']}; {'id': '124', 'type': 'string', 'children': [], 'value': "'AGGREGATE'"}; {'id': '125', 'type': 'string', 'children': [], 'value': "'MAX'"}; {'id': '126', 'type': 'elif_clause', 'children': ['127', '132']}; {'id': '127', 'type': 'comparison_operator', 'children': ['128', '129'], 'value': 'is'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'aggregate'}; {'id': '129', 'type': 'attribute', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'ZSET_AGGREGATE_MIN'}; {'id': '132', 'type': 'block', 'children': ['133']}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}; {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}; {'id': '139', 'type': 'tuple', 'children': ['140', '141']}; {'id': '140', 'type': 'string', 'children': [], 'value': "'AGGREGATE'"}; {'id': '141', 'type': 'string', 'children': [], 'value': "'MIN'"}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}; {'id': '143', 'type': 'assignment', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '145', 'type': 'call', 'children': ['146', '149']}; {'id': '146', 'type': 'attribute', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '149', 'type': 'argument_list', 'children': ['150', '151', '152', '153']}; {'id': '150', 'type': 'string', 'children': [], 'value': "b'ZUNIONSTORE'"}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'destkey'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'numkeys'}; {'id': '153', 'type': 'list_splat', 'children': ['154']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '155', 'type': 'return_statement', 'children': ['156']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'fut'} | def zunionstore(self, destkey, key, *keys,
with_weights=False, aggregate=None):
keys = (key,) + keys
numkeys = len(keys)
args = []
if with_weights:
assert all(isinstance(val, (list, tuple)) for val in keys), (
"All key arguments must be (key, weight) tuples")
weights = ['WEIGHTS']
for key, weight in keys:
args.append(key)
weights.append(weight)
args.extend(weights)
else:
args.extend(keys)
if aggregate is self.ZSET_AGGREGATE_SUM:
args.extend(('AGGREGATE', 'SUM'))
elif aggregate is self.ZSET_AGGREGATE_MAX:
args.extend(('AGGREGATE', 'MAX'))
elif aggregate is self.ZSET_AGGREGATE_MIN:
args.extend(('AGGREGATE', 'MIN'))
fut = self.execute(b'ZUNIONSTORE', destkey, numkeys, *args)
return fut |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zscan'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'cursor'}; {'id': '8', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16', '20', '31', '42', '55', '74']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '19', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '20', 'type': 'if_statement', 'children': ['21', '24']}; {'id': '21', 'type': 'comparison_operator', 'children': ['22', '23'], 'value': 'is'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '23', 'type': 'None', 'children': []}; {'id': '24', 'type': 'block', 'children': ['25']}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'augmented_assignment', 'children': ['27', '28'], 'value': '+='}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '28', 'type': 'list', 'children': ['29', '30'], 'value': "[b'MATCH', match]"}; {'id': '29', 'type': 'string', 'children': [], 'value': "b'MATCH'"}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '31', 'type': 'if_statement', 'children': ['32', '35']}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '34'], 'value': 'is'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '34', 'type': 'None', 'children': []}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'augmented_assignment', 'children': ['38', '39'], 'value': '+='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '39', 'type': 'list', 'children': ['40', '41'], 'value': "[b'COUNT', count]"}; {'id': '40', 'type': 'string', 'children': [], 'value': "b'COUNT'"}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '49', 'type': 'argument_list', 'children': ['50', '51', '52', '53']}; {'id': '50', 'type': 'string', 'children': [], 'value': "b'ZSCAN'"}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'cursor'}; {'id': '53', 'type': 'list_splat', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '55', 'type': 'function_definition', 'children': ['56', '57', '59']}; {'id': '56', 'type': 'function_name', 'children': [], 'value': '_converter'}; {'id': '57', 'type': 'parameters', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'return_statement', 'children': ['61']}; {'id': '61', 'type': 'tuple', 'children': ['62', '68']}; {'id': '62', 'type': 'call', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'subscript', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '67', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'pairs_int_or_float'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'subscript', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '73', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '74', 'type': 'return_statement', 'children': ['75']}; {'id': '75', 'type': 'call', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'wait_convert'}; {'id': '77', 'type': 'argument_list', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': '_converter'} | def zscan(self, key, cursor=0, match=None, count=None):
args = []
if match is not None:
args += [b'MATCH', match]
if count is not None:
args += [b'COUNT', count]
fut = self.execute(b'ZSCAN', key, cursor, *args)
def _converter(obj):
return (int(obj[0]), pairs_int_or_float(obj[1]))
return wait_convert(fut, _converter) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zpopmin'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '10']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'keyword_separator', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_NOTSET'}; {'id': '13', 'type': 'block', 'children': ['14', '31', '35', '48', '63']}; {'id': '14', 'type': 'if_statement', 'children': ['15', '25']}; {'id': '15', 'type': 'boolean_operator', 'children': ['16', '19'], 'value': 'and'}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': 'is'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '18', 'type': 'None', 'children': []}; {'id': '19', 'type': 'not_operator', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"count argument must be int"'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '34', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '35', 'type': 'if_statement', 'children': ['36', '39']}; {'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': 'is'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '38', 'type': 'None', 'children': []}; {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'list', 'children': ['47'], 'value': '[count]'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57', '58', '60']}; {'id': '56', 'type': 'string', 'children': [], 'value': "b'ZPOPMIN'"}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '58', 'type': 'list_splat', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'fut'} | def zpopmin(self, key, count=None, *, encoding=_NOTSET):
if count is not None and not isinstance(count, int):
raise TypeError("count argument must be int")
args = []
if count is not None:
args.extend([count])
fut = self.execute(b'ZPOPMIN', key, *args, encoding=encoding)
return fut |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zpopmax'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '10']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'keyword_separator', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_NOTSET'}; {'id': '13', 'type': 'block', 'children': ['14', '31', '35', '48', '63']}; {'id': '14', 'type': 'if_statement', 'children': ['15', '25']}; {'id': '15', 'type': 'boolean_operator', 'children': ['16', '19'], 'value': 'and'}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': 'is'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '18', 'type': 'None', 'children': []}; {'id': '19', 'type': 'not_operator', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"count argument must be int"'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '34', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '35', 'type': 'if_statement', 'children': ['36', '39']}; {'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': 'is'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '38', 'type': 'None', 'children': []}; {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'list', 'children': ['47'], 'value': '[count]'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'fut'}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'execute'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57', '58', '60']}; {'id': '56', 'type': 'string', 'children': [], 'value': "b'ZPOPMAX'"}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '58', 'type': 'list_splat', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'fut'} | def zpopmax(self, key, count=None, *, encoding=_NOTSET):
if count is not None and not isinstance(count, int):
raise TypeError("count argument must be int")
args = []
if count is not None:
args.extend([count])
fut = self.execute(b'ZPOPMAX', key, *args, encoding=encoding)
return fut |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'uniq'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '5', 'type': 'block', 'children': ['6', '107']}; {'id': '6', 'type': 'try_statement', 'children': ['7', '27']}; {'id': '7', 'type': 'block', 'children': ['8']}; {'id': '8', 'type': 'return_statement', 'children': ['9']}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '23'], 'value': '=='}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '15', 'type': 'generator_expression', 'children': ['16', '20']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'unbool'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '20', 'type': 'for_in_clause', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '27', 'type': 'except_clause', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'try_statement', 'children': ['31', '73']}; {'id': '31', 'type': 'block', 'children': ['32', '45', '56']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '37', 'type': 'generator_expression', 'children': ['38', '42']}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'unbool'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '42', 'type': 'for_in_clause', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'sliced'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'itertools'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'islice'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54', '55']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '54', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '55', 'type': 'None', 'children': []}; {'id': '56', 'type': 'for_statement', 'children': ['57', '60', '65']}; {'id': '57', 'type': 'pattern_list', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '60', 'type': 'call', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '62', 'type': 'argument_list', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'sliced'}; {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'if_statement', 'children': ['67', '70']}; {'id': '67', 'type': 'comparison_operator', 'children': ['68', '69'], 'value': '=='}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '70', 'type': 'block', 'children': ['71']}; {'id': '71', 'type': 'return_statement', 'children': ['72']}; {'id': '72', 'type': 'False', 'children': []}; {'id': '73', 'type': 'except_clause', 'children': ['74', '77']}; {'id': '74', 'type': 'tuple', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'NotImplementedError'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '77', 'type': 'block', 'children': ['78', '82']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'seen'}; {'id': '81', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '82', 'type': 'for_statement', 'children': ['83', '84', '85']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '85', 'type': 'block', 'children': ['86', '93', '100']}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}; {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '89', 'type': 'call', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'unbool'}; {'id': '91', 'type': 'argument_list', 'children': ['92']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '93', 'type': 'if_statement', 'children': ['94', '97']}; {'id': '94', 'type': 'comparison_operator', 'children': ['95', '96'], 'value': 'in'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'seen'}; {'id': '97', 'type': 'block', 'children': ['98']}; {'id': '98', 'type': 'return_statement', 'children': ['99']}; {'id': '99', 'type': 'False', 'children': []}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'call', 'children': ['102', '105']}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'seen'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '105', 'type': 'argument_list', 'children': ['106']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '107', 'type': 'return_statement', 'children': ['108']}; {'id': '108', 'type': 'True', 'children': []} | def uniq(container):
try:
return len(set(unbool(i) for i in container)) == len(container)
except TypeError:
try:
sort = sorted(unbool(i) for i in container)
sliced = itertools.islice(sort, 1, None)
for i, j in zip(sort, sliced):
if i == j:
return False
except (NotImplementedError, TypeError):
seen = []
for e in container:
e = unbool(e)
if e in seen:
return False
seen.append(e)
return True |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'split_traversal'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '24', '46', '66', '83', '93', '149', '255', '264']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'asanyarray'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '19', 'type': 'keyword_argument', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'int64'}; {'id': '24', 'type': 'if_statement', 'children': ['25', '28']}; {'id': '25', 'type': 'comparison_operator', 'children': ['26', '27'], 'value': 'is'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '27', 'type': 'None', 'children': []}; {'id': '28', 'type': 'block', 'children': ['29']}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'grouping'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'hashable_rows'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '45', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'assignment', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'trav_edge'}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'column_stack'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'tuple', 'children': ['55', '61']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '57', 'type': 'slice', 'children': ['58', '59']}; {'id': '58', 'type': 'colon', 'children': []}; {'id': '59', 'type': 'unary_operator', 'children': ['60'], 'value': '-'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '63', 'type': 'slice', 'children': ['64', '65']}; {'id': '64', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '65', 'type': 'colon', 'children': []}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'trav_hash'}; {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'grouping'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'hashable_rows'}; {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'call', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'trav_edge'}; {'id': '80', 'type': 'keyword_argument', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '82', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'assignment', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'contained'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'in1d'}; {'id': '90', 'type': 'argument_list', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'trav_hash'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '93', 'type': 'if_statement', 'children': ['94', '99', '105']}; {'id': '94', 'type': 'call', 'children': ['95', '98']}; {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'contained'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '98', 'type': 'argument_list', 'children': []}; {'id': '99', 'type': 'block', 'children': ['100']}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'assignment', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '103', 'type': 'list', 'children': ['104'], 'value': '[traversal]'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '105', 'type': 'else_clause', 'children': ['106']}; {'id': '106', 'type': 'block', 'children': ['107', '122']}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'assignment', 'children': ['109', '110']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'blocks'}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'grouping'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'blocks'}; {'id': '114', 'type': 'argument_list', 'children': ['115', '116', '119']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'contained'}; {'id': '116', 'type': 'keyword_argument', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'min_len'}; {'id': '118', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '119', 'type': 'keyword_argument', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'only_nonzero'}; {'id': '121', 'type': 'True', 'children': []}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}; {'id': '123', 'type': 'assignment', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '125', 'type': 'list_comprehension', 'children': ['126', '146']}; {'id': '126', 'type': 'call', 'children': ['127', '130']}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '130', 'type': 'argument_list', 'children': ['131', '138']}; {'id': '131', 'type': 'subscript', 'children': ['132', '135', '137']}; {'id': '132', 'type': 'subscript', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'trav_edge'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '135', 'type': 'slice', 'children': ['136']}; {'id': '136', 'type': 'colon', 'children': []}; {'id': '137', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '138', 'type': 'subscript', 'children': ['139', '145']}; {'id': '139', 'type': 'subscript', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'trav_edge'}; {'id': '141', 'type': 'subscript', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '143', 'type': 'unary_operator', 'children': ['144'], 'value': '-'}; {'id': '144', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '145', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '146', 'type': 'for_in_clause', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'blocks'}; {'id': '149', 'type': 'for_statement', 'children': ['150', '153', '157']}; {'id': '150', 'type': 'pattern_list', 'children': ['151', '152']}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '153', 'type': 'call', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '155', 'type': 'argument_list', 'children': ['156']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '157', 'type': 'block', 'children': ['158', '176', '185', '201', '211', '229']}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}; {'id': '159', 'type': 'assignment', 'children': ['160', '163']}; {'id': '160', 'type': 'subscript', 'children': ['161', '162']}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '163', 'type': 'call', 'children': ['164', '167']}; {'id': '164', 'type': 'attribute', 'children': ['165', '166']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'asanyarray'}; {'id': '167', 'type': 'argument_list', 'children': ['168', '171']}; {'id': '168', 'type': 'subscript', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '171', 'type': 'keyword_argument', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '173', 'type': 'attribute', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'int64'}; {'id': '176', 'type': 'if_statement', 'children': ['177', '183']}; {'id': '177', 'type': 'comparison_operator', 'children': ['178', '182'], 'value': '<='}; {'id': '178', 'type': 'call', 'children': ['179', '180']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '180', 'type': 'argument_list', 'children': ['181']}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '182', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '183', 'type': 'block', 'children': ['184']}; {'id': '184', 'type': 'continue_statement', 'children': []}; {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '188', 'type': 'call', 'children': ['189', '192']}; {'id': '189', 'type': 'attribute', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '191', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '192', 'type': 'argument_list', 'children': ['193']}; {'id': '193', 'type': 'list', 'children': ['194', '197'], 'value': '[t[0], t[-1]]'}; {'id': '194', 'type': 'subscript', 'children': ['195', '196']}; {'id': '195', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '196', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '197', 'type': 'subscript', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '199', 'type': 'unary_operator', 'children': ['200'], 'value': '-'}; {'id': '200', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '201', 'type': 'if_statement', 'children': ['202', '209']}; {'id': '202', 'type': 'comparison_operator', 'children': ['203', '208'], 'value': '=='}; {'id': '203', 'type': 'call', 'children': ['204', '207']}; {'id': '204', 'type': 'attribute', 'children': ['205', '206']}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'ptp'}; {'id': '207', 'type': 'argument_list', 'children': []}; {'id': '208', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '209', 'type': 'block', 'children': ['210']}; {'id': '210', 'type': 'continue_statement', 'children': []}; {'id': '211', 'type': 'expression_statement', 'children': ['212']}; {'id': '212', 'type': 'assignment', 'children': ['213', '214']}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'close'}; {'id': '214', 'type': 'subscript', 'children': ['215', '228']}; {'id': '215', 'type': 'call', 'children': ['216', '219']}; {'id': '216', 'type': 'attribute', 'children': ['217', '218']}; {'id': '217', 'type': 'identifier', 'children': [], 'value': 'grouping'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'hashable_rows'}; {'id': '219', 'type': 'argument_list', 'children': ['220']}; {'id': '220', 'type': 'call', 'children': ['221', '224']}; {'id': '221', 'type': 'attribute', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'reshape'}; {'id': '224', 'type': 'argument_list', 'children': ['225']}; {'id': '225', 'type': 'tuple', 'children': ['226', '227']}; {'id': '226', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '227', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '228', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '229', 'type': 'if_statement', 'children': ['230', '233']}; {'id': '230', 'type': 'comparison_operator', 'children': ['231', '232'], 'value': 'in'}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'close'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '233', 'type': 'block', 'children': ['234']}; {'id': '234', 'type': 'expression_statement', 'children': ['235']}; {'id': '235', 'type': 'assignment', 'children': ['236', '239']}; {'id': '236', 'type': 'subscript', 'children': ['237', '238']}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '239', 'type': 'call', 'children': ['240', '251']}; {'id': '240', 'type': 'attribute', 'children': ['241', '250']}; {'id': '241', 'type': 'call', 'children': ['242', '245']}; {'id': '242', 'type': 'attribute', 'children': ['243', '244']}; {'id': '243', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '245', 'type': 'argument_list', 'children': ['246', '247']}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '247', 'type': 'subscript', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '249', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'astype'}; {'id': '251', 'type': 'argument_list', 'children': ['252']}; {'id': '252', 'type': 'attribute', 'children': ['253', '254']}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'int64'}; {'id': '255', 'type': 'expression_statement', 'children': ['256']}; {'id': '256', 'type': 'assignment', 'children': ['257', '258']}; {'id': '257', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '258', 'type': 'call', 'children': ['259', '262']}; {'id': '259', 'type': 'attribute', 'children': ['260', '261']}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '262', 'type': 'argument_list', 'children': ['263']}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '264', 'type': 'return_statement', 'children': ['265']}; {'id': '265', 'type': 'identifier', 'children': [], 'value': 'result'} | def split_traversal(traversal,
edges,
edges_hash=None):
traversal = np.asanyarray(traversal,
dtype=np.int64)
if edges_hash is None:
edges_hash = grouping.hashable_rows(
np.sort(edges, axis=1))
trav_edge = np.column_stack((traversal[:-1],
traversal[1:]))
trav_hash = grouping.hashable_rows(
np.sort(trav_edge, axis=1))
contained = np.in1d(trav_hash, edges_hash)
if contained.all():
split = [traversal]
else:
blocks = grouping.blocks(contained,
min_len=1,
only_nonzero=True)
split = [np.append(trav_edge[b][:, 0],
trav_edge[b[-1]][1])
for b in blocks]
for i, t in enumerate(split):
split[i] = np.asanyarray(split[i], dtype=np.int64)
if len(t) <= 2:
continue
edge = np.sort([t[0], t[-1]])
if edge.ptp() == 0:
continue
close = grouping.hashable_rows(edge.reshape((1, 2)))[0]
if close in edges_hash:
split[i] = np.append(t, t[0]).astype(np.int64)
result = np.array(split)
return result |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'fill_traversals'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'traversals'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '24', '33', '47', '61', '65', '87', '116', '161']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'asanyarray'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '19', 'type': 'keyword_argument', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'int64'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '33', 'type': 'if_statement', 'children': ['34', '40']}; {'id': '34', 'type': 'comparison_operator', 'children': ['35', '39'], 'value': '=='}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'traversals'}; {'id': '39', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'return_statement', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '46', 'type': 'argument_list', 'children': []}; {'id': '47', 'type': 'if_statement', 'children': ['48', '51']}; {'id': '48', 'type': 'comparison_operator', 'children': ['49', '50'], 'value': 'is'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '50', 'type': 'None', 'children': []}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'grouping'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'hashable_rows'}; {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'splits'}; {'id': '64', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '65', 'type': 'for_statement', 'children': ['66', '67', '68']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'traversals'}; {'id': '68', 'type': 'block', 'children': ['69']}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'splits'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '74', 'type': 'argument_list', 'children': ['75']}; {'id': '75', 'type': 'call', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'split_traversal'}; {'id': '77', 'type': 'argument_list', 'children': ['78', '81', '84']}; {'id': '78', 'type': 'keyword_argument', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'traversal'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '84', 'type': 'keyword_argument', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'edges_hash'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'included'}; {'id': '90', 'type': 'call', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'util'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'vstack_empty'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}; {'id': '95', 'type': 'list_comprehension', 'children': ['96', '113']}; {'id': '96', 'type': 'call', 'children': ['97', '100']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'column_stack'}; {'id': '100', 'type': 'argument_list', 'children': ['101']}; {'id': '101', 'type': 'tuple', 'children': ['102', '108']}; {'id': '102', 'type': 'subscript', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '104', 'type': 'slice', 'children': ['105', '106']}; {'id': '105', 'type': 'colon', 'children': []}; {'id': '106', 'type': 'unary_operator', 'children': ['107'], 'value': '-'}; {'id': '107', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '108', 'type': 'subscript', 'children': ['109', '110']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '110', 'type': 'slice', 'children': ['111', '112']}; {'id': '111', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '112', 'type': 'colon', 'children': []}; {'id': '113', 'type': 'for_in_clause', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'splits'}; {'id': '116', 'type': 'if_statement', 'children': ['117', '123', '151']}; {'id': '117', 'type': 'comparison_operator', 'children': ['118', '122'], 'value': '>'}; {'id': '118', 'type': 'call', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'included'}; {'id': '122', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '123', 'type': 'block', 'children': ['124', '133']}; {'id': '124', 'type': 'expression_statement', 'children': ['125']}; {'id': '125', 'type': 'call', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'included'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'keyword_argument', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '132', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}; {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'splits'}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}; {'id': '139', 'type': 'call', 'children': ['140', '143']}; {'id': '140', 'type': 'attribute', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'grouping'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'boolean_rows'}; {'id': '143', 'type': 'argument_list', 'children': ['144', '145', '146']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'included'}; {'id': '146', 'type': 'keyword_argument', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'operation'}; {'id': '148', 'type': 'attribute', 'children': ['149', '150']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'setdiff1d'}; {'id': '151', 'type': 'else_clause', 'children': ['152']}; {'id': '152', 'type': 'block', 'children': ['153']}; {'id': '153', 'type': 'expression_statement', 'children': ['154']}; {'id': '154', 'type': 'assignment', 'children': ['155', '156']}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'splits'}; {'id': '156', 'type': 'call', 'children': ['157', '160']}; {'id': '157', 'type': 'attribute', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '160', 'type': 'argument_list', 'children': []}; {'id': '161', 'type': 'return_statement', 'children': ['162']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'splits'} | def fill_traversals(traversals, edges, edges_hash=None):
edges = np.asanyarray(edges, dtype=np.int64)
edges.sort(axis=1)
if len(traversals) == 0:
return edges.copy()
if edges_hash is None:
edges_hash = grouping.hashable_rows(edges)
splits = []
for nodes in traversals:
splits.extend(split_traversal(
traversal=nodes,
edges=edges,
edges_hash=edges_hash))
included = util.vstack_empty([np.column_stack((i[:-1], i[1:]))
for i in splits])
if len(included) > 0:
included.sort(axis=1)
splits.extend(grouping.boolean_rows(
edges,
included,
operation=np.setdiff1d))
else:
splits = edges.copy()
return splits |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'hashable_rows'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'digits'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '24', '34', '46', '154', '177', '197']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '16']}; {'id': '10', 'type': 'comparison_operator', 'children': ['11', '15'], 'value': '=='}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '13', 'type': 'argument_list', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '15', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'return_statement', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'float_to_int'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'digits'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'digits'}; {'id': '34', 'type': 'if_statement', 'children': ['35', '43']}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '42'], 'value': '=='}; {'id': '36', 'type': 'call', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '42', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'return_statement', 'children': ['45']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '46', 'type': 'if_statement', 'children': ['47', '63']}; {'id': '47', 'type': 'boolean_operator', 'children': ['48', '56'], 'value': 'and'}; {'id': '48', 'type': 'comparison_operator', 'children': ['49', '55'], 'value': '=='}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '62'], 'value': '<='}; {'id': '57', 'type': 'subscript', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '61', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '62', 'type': 'integer', 'children': [], 'value': '4'}; {'id': '63', 'type': 'block', 'children': ['64', '82']}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'assignment', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'floor'}; {'id': '74', 'type': 'argument_list', 'children': ['75']}; {'id': '75', 'type': 'binary_operator', 'children': ['76', '77'], 'value': '/'}; {'id': '76', 'type': 'integer', 'children': [], 'value': '64'}; {'id': '77', 'type': 'subscript', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '81', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '82', 'type': 'if_statement', 'children': ['83', '100']}; {'id': '83', 'type': 'comparison_operator', 'children': ['84', '94'], 'value': '<'}; {'id': '84', 'type': 'call', 'children': ['85', '93']}; {'id': '85', 'type': 'attribute', 'children': ['86', '92']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'abs'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '93', 'type': 'argument_list', 'children': []}; {'id': '94', 'type': 'binary_operator', 'children': ['95', '96'], 'value': '**'}; {'id': '95', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '96', 'type': '()', 'children': ['97']}; {'id': '97', 'type': 'binary_operator', 'children': ['98', '99'], 'value': '-'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '99', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '100', 'type': 'block', 'children': ['101', '118', '152']}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'assignment', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'hashable'}; {'id': '104', 'type': 'call', 'children': ['105', '108']}; {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'zeros'}; {'id': '108', 'type': 'argument_list', 'children': ['109', '113']}; {'id': '109', 'type': 'call', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '111', 'type': 'argument_list', 'children': ['112']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '113', 'type': 'keyword_argument', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'int64'}; {'id': '118', 'type': 'for_statement', 'children': ['119', '122', '135']}; {'id': '119', 'type': 'pattern_list', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'column'}; {'id': '122', 'type': 'call', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '124', 'type': 'argument_list', 'children': ['125']}; {'id': '125', 'type': 'attribute', 'children': ['126', '134']}; {'id': '126', 'type': 'call', 'children': ['127', '130']}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'astype'}; {'id': '130', 'type': 'argument_list', 'children': ['131']}; {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'int64'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'T'}; {'id': '135', 'type': 'block', 'children': ['136']}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}; {'id': '137', 'type': 'call', 'children': ['138', '141']}; {'id': '138', 'type': 'attribute', 'children': ['139', '140']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'bitwise_xor'}; {'id': '141', 'type': 'argument_list', 'children': ['142', '143', '149']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'hashable'}; {'id': '143', 'type': 'binary_operator', 'children': ['144', '145'], 'value': '<<'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'column'}; {'id': '145', 'type': '()', 'children': ['146']}; {'id': '146', 'type': 'binary_operator', 'children': ['147', '148'], 'value': '*'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '149', 'type': 'keyword_argument', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'hashable'}; {'id': '152', 'type': 'return_statement', 'children': ['153']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'hashable'}; {'id': '154', 'type': 'expression_statement', 'children': ['155']}; {'id': '155', 'type': 'assignment', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '157', 'type': 'call', 'children': ['158', '161']}; {'id': '158', 'type': 'attribute', 'children': ['159', '160']}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '161', 'type': 'argument_list', 'children': ['162']}; {'id': '162', 'type': 'tuple', 'children': ['163', '166']}; {'id': '163', 'type': 'attribute', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'void'}; {'id': '166', 'type': 'binary_operator', 'children': ['167', '172'], 'value': '*'}; {'id': '167', 'type': 'attribute', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'itemsize'}; {'id': '172', 'type': 'subscript', 'children': ['173', '176']}; {'id': '173', 'type': 'attribute', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '176', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '177', 'type': 'expression_statement', 'children': ['178']}; {'id': '178', 'type': 'assignment', 'children': ['179', '180']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'hashable'}; {'id': '180', 'type': 'call', 'children': ['181', '194']}; {'id': '181', 'type': 'attribute', 'children': ['182', '193']}; {'id': '182', 'type': 'call', 'children': ['183', '191']}; {'id': '183', 'type': 'attribute', 'children': ['184', '190']}; {'id': '184', 'type': 'call', 'children': ['185', '188']}; {'id': '185', 'type': 'attribute', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'ascontiguousarray'}; {'id': '188', 'type': 'argument_list', 'children': ['189']}; {'id': '189', 'type': 'identifier', 'children': [], 'value': 'as_int'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'view'}; {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'reshape'}; {'id': '194', 'type': 'argument_list', 'children': ['195']}; {'id': '195', 'type': 'unary_operator', 'children': ['196'], 'value': '-'}; {'id': '196', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '197', 'type': 'return_statement', 'children': ['198']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'hashable'} | def hashable_rows(data, digits=None):
if len(data) == 0:
return np.array([])
as_int = float_to_int(data, digits=digits)
if len(as_int.shape) == 1:
return as_int
if len(as_int.shape) == 2 and as_int.shape[1] <= 4:
precision = int(np.floor(64 / as_int.shape[1]))
if np.abs(as_int).max() < 2**(precision - 1):
hashable = np.zeros(len(as_int), dtype=np.int64)
for offset, column in enumerate(as_int.astype(np.int64).T):
np.bitwise_xor(hashable,
column << (offset * precision),
out=hashable)
return hashable
dtype = np.dtype((np.void, as_int.dtype.itemsize * as_int.shape[1]))
hashable = np.ascontiguousarray(as_int).view(dtype).reshape(-1)
return hashable |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'interpolate_nans_1d'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '8', 'type': 'string', 'children': [], 'value': "'linear'"}; {'id': '9', 'type': 'block', 'children': ['10', '19', '25', '31', '40', '117']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'x_sort_args'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '22', 'type': 'subscript', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'x_sort_args'}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '28', 'type': 'subscript', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'x_sort_args'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'isnan'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '40', 'type': 'if_statement', 'children': ['41', '44', '66', '102']}; {'id': '41', 'type': 'comparison_operator', 'children': ['42', '43'], 'value': '=='}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '43', 'type': 'string', 'children': [], 'value': "'linear'"}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '50']}; {'id': '47', 'type': 'subscript', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'interp'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '58', '62']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '58', 'type': 'subscript', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '60', 'type': 'unary_operator', 'children': ['61'], 'value': '~'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '64', 'type': 'unary_operator', 'children': ['65'], 'value': '~'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '66', 'type': 'elif_clause', 'children': ['67', '70']}; {'id': '67', 'type': 'comparison_operator', 'children': ['68', '69'], 'value': '=='}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '69', 'type': 'string', 'children': [], 'value': "'log'"}; {'id': '70', 'type': 'block', 'children': ['71']}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '76']}; {'id': '73', 'type': 'subscript', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '76', 'type': 'call', 'children': ['77', '80']}; {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'interp'}; {'id': '80', 'type': 'argument_list', 'children': ['81', '89', '98']}; {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'subscript', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '89', 'type': 'call', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'subscript', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '96', 'type': 'unary_operator', 'children': ['97'], 'value': '~'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '98', 'type': 'subscript', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '100', 'type': 'unary_operator', 'children': ['101'], 'value': '~'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'nans'}; {'id': '102', 'type': 'else_clause', 'children': ['103']}; {'id': '103', 'type': 'block', 'children': ['104']}; {'id': '104', 'type': 'raise_statement', 'children': ['105']}; {'id': '105', 'type': 'call', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '107', 'type': 'argument_list', 'children': ['108']}; {'id': '108', 'type': 'call', 'children': ['109', '112']}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'string', 'children': [], 'value': "'Unknown option for kind: {0}'"}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '117', 'type': 'return_statement', 'children': ['118']}; {'id': '118', 'type': 'subscript', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'x_sort_args'} | def interpolate_nans_1d(x, y, kind='linear'):
x_sort_args = np.argsort(x)
x = x[x_sort_args]
y = y[x_sort_args]
nans = np.isnan(y)
if kind == 'linear':
y[nans] = np.interp(x[nans], x[~nans], y[~nans])
elif kind == 'log':
y[nans] = np.interp(np.log(x[nans]), np.log(x[~nans]), y[~nans])
else:
raise ValueError('Unknown option for kind: {0}'.format(str(kind)))
return y[x_sort_args] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'interpolate_1d'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '6', 'type': 'list_splat_pattern', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '8', 'type': 'dictionary_splat_pattern', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '10', 'type': 'block', 'children': ['11', '13', '25', '35', '50', '56', '68', '77', '87', '93', '103', '109', '118', '127', '136', '152', '161', '196', '235', '253', '263', '275', '294', '298', '397']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'fill_value'}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '20', 'type': 'argument_list', 'children': ['21', '22']}; {'id': '21', 'type': 'string', 'children': [], 'value': "'fill_value'"}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'nan'}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34']}; {'id': '33', 'type': 'string', 'children': [], 'value': "'axis'"}; {'id': '34', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '38', 'type': 'call', 'children': ['39', '47']}; {'id': '39', 'type': 'attribute', 'children': ['40', '46']}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'asanyarray'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'reshape'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'unary_operator', 'children': ['49'], 'value': '-'}; {'id': '49', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'ndim'}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'ndim'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'sort_args'}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '63', 'type': 'argument_list', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'assignment', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'sort_x'}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'sorter'}; {'id': '80', 'type': 'call', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'broadcast_indices'}; {'id': '82', 'type': 'argument_list', 'children': ['83', '84', '85', '86']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'sort_args'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'ndim'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '90', 'type': 'subscript', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'sorter'}; {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'variables'}; {'id': '96', 'type': 'list_comprehension', 'children': ['97', '100']}; {'id': '97', 'type': 'subscript', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'sorter'}; {'id': '100', 'type': 'for_in_clause', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'assignment', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'x_array'}; {'id': '106', 'type': 'subscript', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'sort_x'}; {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'expand'}; {'id': '112', 'type': 'binary_operator', 'children': ['113', '117'], 'value': '*'}; {'id': '113', 'type': 'list', 'children': ['114'], 'value': '[np.newaxis]'}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'newaxis'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'ndim'}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '123']}; {'id': '120', 'type': 'subscript', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'expand'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '123', 'type': 'call', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'slice'}; {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'None', 'children': []}; {'id': '127', 'type': 'expression_statement', 'children': ['128']}; {'id': '128', 'type': 'assignment', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'x_array'}; {'id': '130', 'type': 'subscript', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'x_array'}; {'id': '132', 'type': 'call', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '134', 'type': 'argument_list', 'children': ['135']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'expand'}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}; {'id': '137', 'type': 'assignment', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '139', 'type': 'call', 'children': ['140', '143']}; {'id': '140', 'type': 'attribute', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'apply_along_axis'}; {'id': '143', 'type': 'argument_list', 'children': ['144', '147', '148', '149']}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'searchsorted'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '149', 'type': 'subscript', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'sort_x'}; {'id': '152', 'type': 'expression_statement', 'children': ['153']}; {'id': '153', 'type': 'assignment', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'minv2'}; {'id': '155', 'type': 'call', 'children': ['156', '159']}; {'id': '156', 'type': 'attribute', 'children': ['157', '158']}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '159', 'type': 'argument_list', 'children': ['160']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '161', 'type': 'if_statement', 'children': ['162', '190']}; {'id': '162', 'type': 'boolean_operator', 'children': ['163', '187'], 'value': 'and'}; {'id': '163', 'type': '()', 'children': ['164']}; {'id': '164', 'type': 'boolean_operator', 'children': ['165', '178'], 'value': 'or'}; {'id': '165', 'type': '()', 'children': ['166']}; {'id': '166', 'type': 'comparison_operator', 'children': ['167', '173'], 'value': '=='}; {'id': '167', 'type': 'call', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '171', 'type': 'argument_list', 'children': ['172']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '173', 'type': 'subscript', 'children': ['174', '177']}; {'id': '174', 'type': 'attribute', 'children': ['175', '176']}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '177', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '178', 'type': '()', 'children': ['179']}; {'id': '179', 'type': 'comparison_operator', 'children': ['180', '186'], 'value': '=='}; {'id': '180', 'type': 'call', 'children': ['181', '184']}; {'id': '181', 'type': 'attribute', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '184', 'type': 'argument_list', 'children': ['185']}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '186', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '187', 'type': 'comparison_operator', 'children': ['188', '189'], 'value': 'is'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'fill_value'}; {'id': '189', 'type': 'None', 'children': []}; {'id': '190', 'type': 'block', 'children': ['191']}; {'id': '191', 'type': 'raise_statement', 'children': ['192']}; {'id': '192', 'type': 'call', 'children': ['193', '194']}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '194', 'type': 'argument_list', 'children': ['195']}; {'id': '195', 'type': 'string', 'children': [], 'value': "'Interpolation point out of data bounds encountered'"}; {'id': '196', 'type': 'if_statement', 'children': ['197', '209']}; {'id': '197', 'type': 'comparison_operator', 'children': ['198', '204'], 'value': '=='}; {'id': '198', 'type': 'call', 'children': ['199', '202']}; {'id': '199', 'type': 'attribute', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '202', 'type': 'argument_list', 'children': ['203']}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '204', 'type': 'subscript', 'children': ['205', '208']}; {'id': '205', 'type': 'attribute', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '209', 'type': 'block', 'children': ['210', '217']}; {'id': '210', 'type': 'expression_statement', 'children': ['211']}; {'id': '211', 'type': 'call', 'children': ['212', '215']}; {'id': '212', 'type': 'attribute', 'children': ['213', '214']}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'warnings'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'warn'}; {'id': '215', 'type': 'argument_list', 'children': ['216']}; {'id': '216', 'type': 'string', 'children': [], 'value': "'Interpolation point out of data bounds encountered'"}; {'id': '217', 'type': 'expression_statement', 'children': ['218']}; {'id': '218', 'type': 'assignment', 'children': ['219', '228']}; {'id': '219', 'type': 'subscript', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'minv2'}; {'id': '221', 'type': 'comparison_operator', 'children': ['222', '223'], 'value': '=='}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '223', 'type': 'subscript', 'children': ['224', '227']}; {'id': '224', 'type': 'attribute', 'children': ['225', '226']}; {'id': '225', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '227', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '228', 'type': 'binary_operator', 'children': ['229', '234'], 'value': '-'}; {'id': '229', 'type': 'subscript', 'children': ['230', '233']}; {'id': '230', 'type': 'attribute', 'children': ['231', '232']}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '234', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '235', 'type': 'if_statement', 'children': ['236', '244']}; {'id': '236', 'type': 'comparison_operator', 'children': ['237', '243'], 'value': '=='}; {'id': '237', 'type': 'call', 'children': ['238', '241']}; {'id': '238', 'type': 'attribute', 'children': ['239', '240']}; {'id': '239', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '241', 'type': 'argument_list', 'children': ['242']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '243', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '244', 'type': 'block', 'children': ['245']}; {'id': '245', 'type': 'expression_statement', 'children': ['246']}; {'id': '246', 'type': 'assignment', 'children': ['247', '252']}; {'id': '247', 'type': 'subscript', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'minv2'}; {'id': '249', 'type': 'comparison_operator', 'children': ['250', '251'], 'value': '=='}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '251', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '252', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '253', 'type': 'expression_statement', 'children': ['254']}; {'id': '254', 'type': 'assignment', 'children': ['255', '256']}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'above'}; {'id': '256', 'type': 'call', 'children': ['257', '258']}; {'id': '257', 'type': 'identifier', 'children': [], 'value': 'broadcast_indices'}; {'id': '258', 'type': 'argument_list', 'children': ['259', '260', '261', '262']}; {'id': '259', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'minv2'}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'ndim'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '263', 'type': 'expression_statement', 'children': ['264']}; {'id': '264', 'type': 'assignment', 'children': ['265', '266']}; {'id': '265', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '266', 'type': 'call', 'children': ['267', '268']}; {'id': '267', 'type': 'identifier', 'children': [], 'value': 'broadcast_indices'}; {'id': '268', 'type': 'argument_list', 'children': ['269', '270', '273', '274']}; {'id': '269', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '270', 'type': 'binary_operator', 'children': ['271', '272'], 'value': '-'}; {'id': '271', 'type': 'identifier', 'children': [], 'value': 'minv2'}; {'id': '272', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '273', 'type': 'identifier', 'children': [], 'value': 'ndim'}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '275', 'type': 'if_statement', 'children': ['276', '286']}; {'id': '276', 'type': 'call', 'children': ['277', '280']}; {'id': '277', 'type': 'attribute', 'children': ['278', '279']}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '279', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '280', 'type': 'argument_list', 'children': ['281']}; {'id': '281', 'type': 'comparison_operator', 'children': ['282', '283'], 'value': '<'}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'x_array'}; {'id': '283', 'type': 'subscript', 'children': ['284', '285']}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '285', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '286', 'type': 'block', 'children': ['287']}; {'id': '287', 'type': 'expression_statement', 'children': ['288']}; {'id': '288', 'type': 'call', 'children': ['289', '292']}; {'id': '289', 'type': 'attribute', 'children': ['290', '291']}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'warnings'}; {'id': '291', 'type': 'identifier', 'children': [], 'value': 'warn'}; {'id': '292', 'type': 'argument_list', 'children': ['293']}; {'id': '293', 'type': 'string', 'children': [], 'value': "'Interpolation point out of data bounds encountered'"}; {'id': '294', 'type': 'expression_statement', 'children': ['295']}; {'id': '295', 'type': 'assignment', 'children': ['296', '297']}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '297', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '298', 'type': 'for_statement', 'children': ['299', '300', '301']}; {'id': '299', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'variables'}; {'id': '301', 'type': 'block', 'children': ['302', '334', '346', '356', '390']}; {'id': '302', 'type': 'expression_statement', 'children': ['303']}; {'id': '303', 'type': 'assignment', 'children': ['304', '305']}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'var_interp'}; {'id': '305', 'type': 'binary_operator', 'children': ['306', '309'], 'value': '+'}; {'id': '306', 'type': 'subscript', 'children': ['307', '308']}; {'id': '307', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '308', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '309', 'type': 'binary_operator', 'children': ['310', '318'], 'value': '*'}; {'id': '310', 'type': '()', 'children': ['311']}; {'id': '311', 'type': 'binary_operator', 'children': ['312', '315'], 'value': '-'}; {'id': '312', 'type': 'subscript', 'children': ['313', '314']}; {'id': '313', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '314', 'type': 'identifier', 'children': [], 'value': 'above'}; {'id': '315', 'type': 'subscript', 'children': ['316', '317']}; {'id': '316', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '317', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '318', 'type': '()', 'children': ['319']}; {'id': '319', 'type': 'binary_operator', 'children': ['320', '326'], 'value': '/'}; {'id': '320', 'type': '()', 'children': ['321']}; {'id': '321', 'type': 'binary_operator', 'children': ['322', '323'], 'value': '-'}; {'id': '322', 'type': 'identifier', 'children': [], 'value': 'x_array'}; {'id': '323', 'type': 'subscript', 'children': ['324', '325']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '325', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '326', 'type': '()', 'children': ['327']}; {'id': '327', 'type': 'binary_operator', 'children': ['328', '331'], 'value': '-'}; {'id': '328', 'type': 'subscript', 'children': ['329', '330']}; {'id': '329', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '330', 'type': 'identifier', 'children': [], 'value': 'above'}; {'id': '331', 'type': 'subscript', 'children': ['332', '333']}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '333', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '334', 'type': 'expression_statement', 'children': ['335']}; {'id': '335', 'type': 'assignment', 'children': ['336', '345']}; {'id': '336', 'type': 'subscript', 'children': ['337', '338']}; {'id': '337', 'type': 'identifier', 'children': [], 'value': 'var_interp'}; {'id': '338', 'type': 'comparison_operator', 'children': ['339', '340'], 'value': '=='}; {'id': '339', 'type': 'identifier', 'children': [], 'value': 'minv'}; {'id': '340', 'type': 'subscript', 'children': ['341', '344']}; {'id': '341', 'type': 'attribute', 'children': ['342', '343']}; {'id': '342', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '343', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '344', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '345', 'type': 'identifier', 'children': [], 'value': 'fill_value'}; {'id': '346', 'type': 'expression_statement', 'children': ['347']}; {'id': '347', 'type': 'assignment', 'children': ['348', '355']}; {'id': '348', 'type': 'subscript', 'children': ['349', '350']}; {'id': '349', 'type': 'identifier', 'children': [], 'value': 'var_interp'}; {'id': '350', 'type': 'comparison_operator', 'children': ['351', '352'], 'value': '<'}; {'id': '351', 'type': 'identifier', 'children': [], 'value': 'x_array'}; {'id': '352', 'type': 'subscript', 'children': ['353', '354']}; {'id': '353', 'type': 'identifier', 'children': [], 'value': 'xp'}; {'id': '354', 'type': 'identifier', 'children': [], 'value': 'below'}; {'id': '355', 'type': 'identifier', 'children': [], 'value': 'fill_value'}; {'id': '356', 'type': 'if_statement', 'children': ['357', '365']}; {'id': '357', 'type': 'comparison_operator', 'children': ['358', '361'], 'value': '>'}; {'id': '358', 'type': 'subscript', 'children': ['359', '360']}; {'id': '359', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '360', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '361', 'type': 'subscript', 'children': ['362', '363']}; {'id': '362', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '363', 'type': 'unary_operator', 'children': ['364'], 'value': '-'}; {'id': '364', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '365', 'type': 'block', 'children': ['366']}; {'id': '366', 'type': 'expression_statement', 'children': ['367']}; {'id': '367', 'type': 'assignment', 'children': ['368', '369']}; {'id': '368', 'type': 'identifier', 'children': [], 'value': 'var_interp'}; {'id': '369', 'type': 'call', 'children': ['370', '373']}; {'id': '370', 'type': 'attribute', 'children': ['371', '372']}; {'id': '371', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '372', 'type': 'identifier', 'children': [], 'value': 'swapaxes'}; {'id': '373', 'type': 'argument_list', 'children': ['374', '388', '389']}; {'id': '374', 'type': 'subscript', 'children': ['375', '383']}; {'id': '375', 'type': 'call', 'children': ['376', '379']}; {'id': '376', 'type': 'attribute', 'children': ['377', '378']}; {'id': '377', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '378', 'type': 'identifier', 'children': [], 'value': 'swapaxes'}; {'id': '379', 'type': 'argument_list', 'children': ['380', '381', '382']}; {'id': '380', 'type': 'identifier', 'children': [], 'value': 'var_interp'}; {'id': '381', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '382', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '383', 'type': 'slice', 'children': ['384', '385', '386']}; {'id': '384', 'type': 'colon', 'children': []}; {'id': '385', 'type': 'colon', 'children': []}; {'id': '386', 'type': 'unary_operator', 'children': ['387'], 'value': '-'}; {'id': '387', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '388', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '389', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '390', 'type': 'expression_statement', 'children': ['391']}; {'id': '391', 'type': 'call', 'children': ['392', '395']}; {'id': '392', 'type': 'attribute', 'children': ['393', '394']}; {'id': '393', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '394', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '395', 'type': 'argument_list', 'children': ['396']}; {'id': '396', 'type': 'identifier', 'children': [], 'value': 'var_interp'}; {'id': '397', 'type': 'if_statement', 'children': ['398', '404', '409']}; {'id': '398', 'type': 'comparison_operator', 'children': ['399', '403'], 'value': '=='}; {'id': '399', 'type': 'call', 'children': ['400', '401']}; {'id': '400', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '401', 'type': 'argument_list', 'children': ['402']}; {'id': '402', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '403', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '404', 'type': 'block', 'children': ['405']}; {'id': '405', 'type': 'return_statement', 'children': ['406']}; {'id': '406', 'type': 'subscript', 'children': ['407', '408']}; {'id': '407', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '408', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '409', 'type': 'else_clause', 'children': ['410']}; {'id': '410', 'type': 'block', 'children': ['411']}; {'id': '411', 'type': 'return_statement', 'children': ['412']}; {'id': '412', 'type': 'identifier', 'children': [], 'value': 'ret'} | def interpolate_1d(x, xp, *args, **kwargs):
r
fill_value = kwargs.pop('fill_value', np.nan)
axis = kwargs.pop('axis', 0)
x = np.asanyarray(x).reshape(-1)
ndim = xp.ndim
sort_args = np.argsort(xp, axis=axis)
sort_x = np.argsort(x)
sorter = broadcast_indices(xp, sort_args, ndim, axis)
xp = xp[sorter]
variables = [arr[sorter] for arr in args]
x_array = x[sort_x]
expand = [np.newaxis] * ndim
expand[axis] = slice(None)
x_array = x_array[tuple(expand)]
minv = np.apply_along_axis(np.searchsorted, axis, xp, x[sort_x])
minv2 = np.copy(minv)
if ((np.max(minv) == xp.shape[axis]) or (np.min(minv) == 0)) and fill_value is None:
raise ValueError('Interpolation point out of data bounds encountered')
if np.max(minv) == xp.shape[axis]:
warnings.warn('Interpolation point out of data bounds encountered')
minv2[minv == xp.shape[axis]] = xp.shape[axis] - 1
if np.min(minv) == 0:
minv2[minv == 0] = 1
above = broadcast_indices(xp, minv2, ndim, axis)
below = broadcast_indices(xp, minv2 - 1, ndim, axis)
if np.any(x_array < xp[below]):
warnings.warn('Interpolation point out of data bounds encountered')
ret = []
for var in variables:
var_interp = var[below] + (var[above] - var[below]) * ((x_array - xp[below])
/ (xp[above] - xp[below]))
var_interp[minv == xp.shape[axis]] = fill_value
var_interp[x_array < xp[below]] = fill_value
if x[0] > x[-1]:
var_interp = np.swapaxes(np.swapaxes(var_interp, 0, axis)[::-1], 0, axis)
ret.append(var_interp)
if len(ret) == 1:
return ret[0]
else:
return ret |
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r
fill_value = kwargs.pop('fill_value', np.nan)
axis = kwargs.pop('axis', 0)
log_x = np.log(x)
log_xp = np.log(xp)
return interpolate_1d(log_x, log_xp, *args, axis=axis, fill_value=fill_value) |
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{'id': '15', 'type': 'subscript', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '17', 'type': 'slice', 'children': ['18', '19']}; {'id': '18', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '19', 'type': 'colon', 'children': []}; {'id': '20', 'type': 'subscript', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '22', 'type': 'slice', 'children': ['23', '24']}; {'id': '23', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '24', 'type': 'colon', 'children': []}; {'id': '25', 'type': 'binary_operator', 'children': ['26', '36'], 'value': '*'}; {'id': '26', 'type': 'call', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'zeros_like'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'subscript', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '33', 'type': 'slice', 'children': ['34', '35']}; {'id': '34', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '35', 'type': 'colon', 'children': []}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'units'}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '42', 'type': 'call', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'concatenate'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'tuple', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '47', 'type': 'subscript', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'crossings'}; {'id': '49', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'concatenate'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'tuple', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '58', 'type': 'subscript', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'crossings'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'sort_idx'}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '73', 'type': 'subscript', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'sort_idx'}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '79', 'type': 'subscript', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'sort_idx'}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}; {'id': '83', 'type': 'assignment', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'keep_idx'}; {'id': '85', 'type': 'comparison_operator', 'children': ['86', '96'], 'value': '>'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'ediff1d'}; {'id': '90', 'type': 'argument_list', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '92', 'type': 'keyword_argument', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'to_end'}; {'id': '94', 'type': 'list', 'children': ['95'], 'value': '[1]'}; {'id': '95', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '96', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '100', 'type': 'subscript', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'keep_idx'}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'assignment', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '106', 'type': 'subscript', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'keep_idx'}; {'id': '109', 'type': 'return_statement', 'children': ['110']}; {'id': '110', 'type': 'expression_list', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'y'} | def _find_append_zero_crossings(x, y):
r
crossings = find_intersections(x[1:], y[1:], np.zeros_like(y[1:]) * y.units)
x = concatenate((x, crossings[0]))
y = concatenate((y, crossings[1]))
sort_idx = np.argsort(x)
x = x[sort_idx]
y = y[sort_idx]
keep_idx = np.ediff1d(x, to_end=[1]) > 0
x = x[keep_idx]
y = y[keep_idx]
return x, y |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_ordered_objects'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'getter'}; {'id': '7', 'type': 'lambda', 'children': ['8', '10']}; {'id': '8', 'type': 'lambda_parameters', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'return_statement', 'children': ['13']}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '15', 'type': 'argument_list', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '17', 'type': 'keyword_argument', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '19', 'type': 'lambda', 'children': ['20', '22']}; {'id': '20', 'type': 'lambda_parameters', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '29', '32']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'getter'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'OrderedBase'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'CREATION_COUNTER_FIELD'}; {'id': '32', 'type': 'unary_operator', 'children': ['33'], 'value': '-'}; {'id': '33', 'type': 'integer', 'children': [], 'value': '1'} | def sort_ordered_objects(items, getter=lambda x: x):
return sorted(items, key=lambda x: getattr(getter(x), OrderedBase.CREATION_COUNTER_FIELD, -1)) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'remove_fewwords_paragraphs'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '23', '29']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'all_nodes'}; {'id': '9', 'type': 'call', 'children': ['10', '15']}; {'id': '10', 'type': 'attribute', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'getElementsByTags'}; {'id': '15', 'type': 'argument_list', 'children': ['16', '21']}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'get_top_node'}; {'id': '20', 'type': 'argument_list', 'children': []}; {'id': '21', 'type': 'list', 'children': ['22'], 'value': "['*']"}; {'id': '22', 'type': 'string', 'children': [], 'value': "'*'"}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'all_nodes'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '28', 'type': 'argument_list', 'children': []}; {'id': '29', 'type': 'for_statement', 'children': ['30', '31', '32']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'all_nodes'}; {'id': '32', 'type': 'block', 'children': ['33', '44', '55', '75']}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '36', 'type': 'call', 'children': ['37', '42']}; {'id': '37', 'type': 'attribute', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'getTag'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '47', 'type': 'call', 'children': ['48', '53']}; {'id': '48', 'type': 'attribute', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'getText'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'assignment', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'stop_words'}; {'id': '58', 'type': 'call', 'children': ['59', '73']}; {'id': '59', 'type': 'attribute', 'children': ['60', '72']}; {'id': '60', 'type': 'call', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'stopwords_class'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'language'}; {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'get_language'}; {'id': '71', 'type': 'argument_list', 'children': []}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'get_stopword_count'}; {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '75', 'type': 'if_statement', 'children': ['76', '128', '138']}; {'id': '76', 'type': 'boolean_operator', 'children': ['77', '111', '112'], 'value': 'and'}; {'id': '77', 'type': 'boolean_operator', 'children': ['78', '94', '95'], 'value': 'and'}; {'id': '78', 'type': 'boolean_operator', 'children': ['79', '87'], 'value': 'and'}; {'id': '79', 'type': '()', 'children': ['80']}; {'id': '80', 'type': 'boolean_operator', 'children': ['81', '84'], 'value': 'or'}; {'id': '81', 'type': 'comparison_operator', 'children': ['82', '83'], 'value': '!='}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '83', 'type': 'string', 'children': [], 'value': "'br'"}; {'id': '84', 'type': 'comparison_operator', 'children': ['85', '86'], 'value': '!='}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '86', 'type': 'string', 'children': [], 'value': "'\\\\r'"}; {'id': '87', 'type': 'comparison_operator', 'children': ['88', '93'], 'value': '<'}; {'id': '88', 'type': 'call', 'children': ['89', '92']}; {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'stop_words'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'get_stopword_count'}; {'id': '92', 'type': 'argument_list', 'children': []}; {'id': '93', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '94', 'type': 'line_continuation', 'children': [], 'value': '\\'}; {'id': '95', 'type': 'comparison_operator', 'children': ['96', '110'], 'value': '=='}; {'id': '96', 'type': 'call', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '98', 'type': 'argument_list', 'children': ['99']}; {'id': '99', 'type': 'call', 'children': ['100', '105']}; {'id': '100', 'type': 'attribute', 'children': ['101', '104']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'getElementsByTag'}; {'id': '105', 'type': 'argument_list', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '107', 'type': 'keyword_argument', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '109', 'type': 'string', 'children': [], 'value': "'object'"}; {'id': '110', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '111', 'type': 'line_continuation', 'children': [], 'value': '\\'}; {'id': '112', 'type': 'comparison_operator', 'children': ['113', '127'], 'value': '=='}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'call', 'children': ['117', '122']}; {'id': '117', 'type': 'attribute', 'children': ['118', '121']}; {'id': '118', 'type': 'attribute', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'getElementsByTag'}; {'id': '122', 'type': 'argument_list', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '124', 'type': 'keyword_argument', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '126', 'type': 'string', 'children': [], 'value': "'embed'"}; {'id': '127', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '128', 'type': 'block', 'children': ['129']}; {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'call', 'children': ['131', '136']}; {'id': '131', 'type': 'attribute', 'children': ['132', '135']}; {'id': '132', 'type': 'attribute', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'remove'}; {'id': '136', 'type': 'argument_list', 'children': ['137']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '138', 'type': 'else_clause', 'children': ['139']}; {'id': '139', 'type': 'block', 'children': ['140', '151']}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}; {'id': '141', 'type': 'assignment', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'trimmed'}; {'id': '143', 'type': 'call', 'children': ['144', '149']}; {'id': '144', 'type': 'attribute', 'children': ['145', '148']}; {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'getText'}; {'id': '149', 'type': 'argument_list', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'el'}; {'id': '151', 'type': 'if_statement', 'children': ['152', '165']}; {'id': '152', 'type': 'boolean_operator', 'children': ['153', '159'], 'value': 'and'}; {'id': '153', 'type': 'call', 'children': ['154', '157']}; {'id': '154', 'type': 'attribute', 'children': ['155', '156']}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'trimmed'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '157', 'type': 'argument_list', 'children': ['158']}; {'id': '158', 'type': 'string', 'children': [], 'value': '"("'}; {'id': '159', 'type': 'call', 'children': ['160', '163']}; {'id': '160', 'type': 'attribute', 'children': ['161', '162']}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'trimmed'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'endswith'}; {'id': '163', 'type': 'argument_list', 'children': ['164']}; {'id': '164', 'type': 'string', 'children': [], 'value': '")"'}; {'id': '165', 'type': 'block', 'children': ['166']}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}; {'id': '167', 'type': 'call', 'children': ['168', '173']}; {'id': '168', 'type': 'attribute', 'children': ['169', '172']}; {'id': '169', 'type': 'attribute', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'remove'}; {'id': '173', 'type': 'argument_list', 'children': ['174']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'el'} | def remove_fewwords_paragraphs(self):
all_nodes = self.parser.getElementsByTags(self.get_top_node(), ['*'])
all_nodes.reverse()
for el in all_nodes:
tag = self.parser.getTag(el)
text = self.parser.getText(el)
stop_words = self.stopwords_class(language=self.get_language()).get_stopword_count(text)
if (tag != 'br' or text != '\\r') and stop_words.get_stopword_count() < 3 \
and len(self.parser.getElementsByTag(el, tag='object')) == 0 \
and len(self.parser.getElementsByTag(el, tag='embed')) == 0:
self.parser.remove(el)
else:
trimmed = self.parser.getText(el)
if trimmed.startswith("(") and trimmed.endswith(")"):
self.parser.remove(el) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'compare_baselines'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'old_baseline_filename'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'new_baseline_filename'}; {'id': '6', 'type': 'block', 'children': ['7', '14', '21', '28', '33', '38', '46', '53', '57', '64']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '11']}; {'id': '8', 'type': 'comparison_operator', 'children': ['9', '10'], 'value': '=='}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'old_baseline_filename'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'new_baseline_filename'}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'raise_statement', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'RedundantComparisonError'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'old_baseline'}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': '_get_baseline_from_file'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'old_baseline_filename'}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'new_baseline'}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': '_get_baseline_from_file'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'new_baseline_filename'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': '_remove_nonexistent_files_from_baseline'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'old_baseline'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': '_remove_nonexistent_files_from_baseline'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'new_baseline'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'secrets_to_compare'}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': '_get_secrets_to_compare'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'old_baseline'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'new_baseline'}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'assignment', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'total_reviews'}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'secrets_to_compare'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'secret_iterator'}; {'id': '60', 'type': 'call', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'BidirectionalIterator'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'secrets_to_compare'}; {'id': '64', 'type': 'for_statement', 'children': ['65', '69', '70']}; {'id': '65', 'type': 'pattern_list', 'children': ['66', '67', '68']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'secret'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'is_removed'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'secret_iterator'}; {'id': '70', 'type': 'block', 'children': ['71', '75', '79', '83', '154', '199', '210']}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': '_clear_screen'}; {'id': '74', 'type': 'argument_list', 'children': []}; {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'augmented_assignment', 'children': ['77', '78'], 'value': '+='}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '82', 'type': 'string', 'children': [], 'value': "'{} {}'"}; {'id': '83', 'type': 'if_statement', 'children': ['84', '85', '119']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'is_removed'}; {'id': '85', 'type': 'block', 'children': ['86', '92']}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}; {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'plugins_used'}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'old_baseline'}; {'id': '91', 'type': 'string', 'children': [], 'value': "'plugins_used'"}; {'id': '92', 'type': 'expression_statement', 'children': ['93']}; {'id': '93', 'type': 'assignment', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '95', 'type': 'call', 'children': ['96', '99']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '99', 'type': 'argument_list', 'children': ['100', '107']}; {'id': '100', 'type': 'call', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'colorize'}; {'id': '102', 'type': 'argument_list', 'children': ['103', '104']}; {'id': '103', 'type': 'string', 'children': [], 'value': "'Status:'"}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'AnsiColor'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'BOLD'}; {'id': '107', 'type': 'call', 'children': ['108', '111']}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}; {'id': '109', 'type': 'string', 'children': [], 'value': "'>> {} <<'"}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '111', 'type': 'argument_list', 'children': ['112']}; {'id': '112', 'type': 'call', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'colorize'}; {'id': '114', 'type': 'argument_list', 'children': ['115', '116']}; {'id': '115', 'type': 'string', 'children': [], 'value': "'REMOVED'"}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'AnsiColor'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'RED'}; {'id': '119', 'type': 'else_clause', 'children': ['120']}; {'id': '120', 'type': 'block', 'children': ['121', '127']}; {'id': '121', 'type': 'expression_statement', 'children': ['122']}; {'id': '122', 'type': 'assignment', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'plugins_used'}; {'id': '124', 'type': 'subscript', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'new_baseline'}; {'id': '126', 'type': 'string', 'children': [], 'value': "'plugins_used'"}; {'id': '127', 'type': 'expression_statement', 'children': ['128']}; {'id': '128', 'type': 'assignment', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '130', 'type': 'call', 'children': ['131', '134']}; {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '134', 'type': 'argument_list', 'children': ['135', '142']}; {'id': '135', 'type': 'call', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'colorize'}; {'id': '137', 'type': 'argument_list', 'children': ['138', '139']}; {'id': '138', 'type': 'string', 'children': [], 'value': "'Status:'"}; {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'AnsiColor'}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'BOLD'}; {'id': '142', 'type': 'call', 'children': ['143', '146']}; {'id': '143', 'type': 'attribute', 'children': ['144', '145']}; {'id': '144', 'type': 'string', 'children': [], 'value': "'>> {} <<'"}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '146', 'type': 'argument_list', 'children': ['147']}; {'id': '147', 'type': 'call', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'colorize'}; {'id': '149', 'type': 'argument_list', 'children': ['150', '151']}; {'id': '150', 'type': 'string', 'children': [], 'value': "'ADDED'"}; {'id': '151', 'type': 'attribute', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'AnsiColor'}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'LIGHT_GREEN'}; {'id': '154', 'type': 'try_statement', 'children': ['155', '187']}; {'id': '155', 'type': 'block', 'children': ['156', '171']}; {'id': '156', 'type': 'expression_statement', 'children': ['157']}; {'id': '157', 'type': 'call', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': '_print_context'}; {'id': '159', 'type': 'argument_list', 'children': ['160', '161', '162', '163', '164', '165', '168']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'secret'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'total_reviews'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'plugins_used'}; {'id': '165', 'type': 'keyword_argument', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'additional_header_lines'}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '168', 'type': 'keyword_argument', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'force'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'is_removed'}; {'id': '171', 'type': 'expression_statement', 'children': ['172']}; {'id': '172', 'type': 'assignment', 'children': ['173', '174']}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '174', 'type': 'call', 'children': ['175', '176']}; {'id': '175', 'type': 'identifier', 'children': [], 'value': '_get_user_decision'}; {'id': '176', 'type': 'argument_list', 'children': ['177', '184']}; {'id': '177', 'type': 'keyword_argument', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'can_step_back'}; {'id': '179', 'type': 'call', 'children': ['180', '183']}; {'id': '180', 'type': 'attribute', 'children': ['181', '182']}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'secret_iterator'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'can_step_back'}; {'id': '183', 'type': 'argument_list', 'children': []}; {'id': '184', 'type': 'keyword_argument', 'children': ['185', '186']}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'prompt_secret_decision'}; {'id': '186', 'type': 'False', 'children': []}; {'id': '187', 'type': 'except_clause', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'SecretNotFoundOnSpecifiedLineError'}; {'id': '189', 'type': 'block', 'children': ['190']}; {'id': '190', 'type': 'expression_statement', 'children': ['191']}; {'id': '191', 'type': 'assignment', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '193', 'type': 'call', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': '_get_user_decision'}; {'id': '195', 'type': 'argument_list', 'children': ['196']}; {'id': '196', 'type': 'keyword_argument', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'prompt_secret_decision'}; {'id': '198', 'type': 'False', 'children': []}; {'id': '199', 'type': 'if_statement', 'children': ['200', '203']}; {'id': '200', 'type': 'comparison_operator', 'children': ['201', '202'], 'value': '=='}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '202', 'type': 'string', 'children': [], 'value': "'q'"}; {'id': '203', 'type': 'block', 'children': ['204', '209']}; {'id': '204', 'type': 'expression_statement', 'children': ['205']}; {'id': '205', 'type': 'call', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '207', 'type': 'argument_list', 'children': ['208']}; {'id': '208', 'type': 'string', 'children': [], 'value': "'Quitting...'"}; {'id': '209', 'type': 'break_statement', 'children': []}; {'id': '210', 'type': 'if_statement', 'children': ['211', '214']}; {'id': '211', 'type': 'comparison_operator', 'children': ['212', '213'], 'value': '=='}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '213', 'type': 'string', 'children': [], 'value': "'b'"}; {'id': '214', 'type': 'block', 'children': ['215', '219']}; {'id': '215', 'type': 'expression_statement', 'children': ['216']}; {'id': '216', 'type': 'augmented_assignment', 'children': ['217', '218'], 'value': '-='}; {'id': '217', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '218', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '219', 'type': 'expression_statement', 'children': ['220']}; {'id': '220', 'type': 'call', 'children': ['221', '224']}; {'id': '221', 'type': 'attribute', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'secret_iterator'}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'step_back_on_next_iteration'}; {'id': '224', 'type': 'argument_list', 'children': []} | def compare_baselines(old_baseline_filename, new_baseline_filename):
if old_baseline_filename == new_baseline_filename:
raise RedundantComparisonError
old_baseline = _get_baseline_from_file(old_baseline_filename)
new_baseline = _get_baseline_from_file(new_baseline_filename)
_remove_nonexistent_files_from_baseline(old_baseline)
_remove_nonexistent_files_from_baseline(new_baseline)
secrets_to_compare = _get_secrets_to_compare(old_baseline, new_baseline)
total_reviews = len(secrets_to_compare)
current_index = 0
secret_iterator = BidirectionalIterator(secrets_to_compare)
for filename, secret, is_removed in secret_iterator:
_clear_screen()
current_index += 1
header = '{} {}'
if is_removed:
plugins_used = old_baseline['plugins_used']
header = header.format(
colorize('Status:', AnsiColor.BOLD),
'>> {} <<'.format(
colorize('REMOVED', AnsiColor.RED),
),
)
else:
plugins_used = new_baseline['plugins_used']
header = header.format(
colorize('Status:', AnsiColor.BOLD),
'>> {} <<'.format(
colorize('ADDED', AnsiColor.LIGHT_GREEN),
),
)
try:
_print_context(
filename,
secret,
current_index,
total_reviews,
plugins_used,
additional_header_lines=header,
force=is_removed,
)
decision = _get_user_decision(
can_step_back=secret_iterator.can_step_back(),
prompt_secret_decision=False,
)
except SecretNotFoundOnSpecifiedLineError:
decision = _get_user_decision(prompt_secret_decision=False)
if decision == 'q':
print('Quitting...')
break
if decision == 'b':
current_index -= 2
secret_iterator.step_back_on_next_iteration() |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_GetEventIdentifiers'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '22', '29', '151', '189', '199', '208']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '10', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'attribute_string'}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'string', 'children': [], 'value': "'data_type: {0:s}'"}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'data_type'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'attribute_string'}; {'id': '29', 'type': 'for_statement', 'children': ['30', '33', '41']}; {'id': '30', 'type': 'pattern_list', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'attribute_name'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'GetAttributes'}; {'id': '40', 'type': 'argument_list', 'children': []}; {'id': '41', 'type': 'block', 'children': ['42', '50', '55', '117', '144']}; {'id': '42', 'type': 'if_statement', 'children': ['43', '48']}; {'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': 'in'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'attribute_name'}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': '_IDENTIFIER_EXCLUDED_ATTRIBUTES'}; {'id': '48', 'type': 'block', 'children': ['49']}; {'id': '49', 'type': 'continue_statement', 'children': []}; {'id': '50', 'type': 'if_statement', 'children': ['51', '53']}; {'id': '51', 'type': 'not_operator', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '53', 'type': 'block', 'children': ['54']}; {'id': '54', 'type': 'continue_statement', 'children': []}; {'id': '55', 'type': 'if_statement', 'children': ['56', '59', '66', '84', '101']}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': '=='}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'attribute_name'}; {'id': '58', 'type': 'string', 'children': [], 'value': "'pathspec'"}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'comparable'}; {'id': '66', 'type': 'elif_clause', 'children': ['67', '72']}; {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '69', 'type': 'argument_list', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '72', 'type': 'block', 'children': ['73']}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '83', 'type': 'argument_list', 'children': []}; {'id': '84', 'type': 'elif_clause', 'children': ['85', '90']}; {'id': '85', 'type': 'call', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '87', 'type': 'argument_list', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '90', 'type': 'block', 'children': ['91']}; {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '94', 'type': 'call', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '96', 'type': 'argument_list', 'children': ['97']}; {'id': '97', 'type': 'call', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '99', 'type': 'argument_list', 'children': ['100']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '101', 'type': 'elif_clause', 'children': ['102', '109']}; {'id': '102', 'type': 'call', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '104', 'type': 'argument_list', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'py2to3'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'BYTES_TYPE'}; {'id': '109', 'type': 'block', 'children': ['110']}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}; {'id': '111', 'type': 'assignment', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'repr'}; {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '117', 'type': 'try_statement', 'children': ['118', '129']}; {'id': '118', 'type': 'block', 'children': ['119']}; {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'assignment', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'attribute_string'}; {'id': '122', 'type': 'call', 'children': ['123', '126']}; {'id': '123', 'type': 'attribute', 'children': ['124', '125']}; {'id': '124', 'type': 'string', 'children': [], 'value': "'{0:s}: {1!s}'"}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '126', 'type': 'argument_list', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'attribute_name'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'attribute_value'}; {'id': '129', 'type': 'except_clause', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'UnicodeDecodeError'}; {'id': '131', 'type': 'block', 'children': ['132']}; {'id': '132', 'type': 'expression_statement', 'children': ['133']}; {'id': '133', 'type': 'call', 'children': ['134', '137']}; {'id': '134', 'type': 'attribute', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '137', 'type': 'argument_list', 'children': ['138']}; {'id': '138', 'type': 'call', 'children': ['139', '142']}; {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'string', 'children': [], 'value': "'Failed to decode attribute {0:s}'"}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '142', 'type': 'argument_list', 'children': ['143']}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'attribute_name'}; {'id': '144', 'type': 'expression_statement', 'children': ['145']}; {'id': '145', 'type': 'call', 'children': ['146', '149']}; {'id': '146', 'type': 'attribute', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '149', 'type': 'argument_list', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'attribute_string'}; {'id': '151', 'type': 'if_statement', 'children': ['152', '173', '183']}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '156'], 'value': 'in'}; {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'timestamp_desc'}; {'id': '156', 'type': 'tuple', 'children': ['157', '158', '159', '160', '161', '164', '167', '170']}; {'id': '157', 'type': 'string', 'children': [], 'value': "'atime'"}; {'id': '158', 'type': 'string', 'children': [], 'value': "'ctime'"}; {'id': '159', 'type': 'string', 'children': [], 'value': "'crtime'"}; {'id': '160', 'type': 'string', 'children': [], 'value': "'mtime'"}; {'id': '161', 'type': 'attribute', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'TIME_DESCRIPTION_LAST_ACCESS'}; {'id': '164', 'type': 'attribute', 'children': ['165', '166']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'TIME_DESCRIPTION_CHANGE'}; {'id': '167', 'type': 'attribute', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'TIME_DESCRIPTION_CREATION'}; {'id': '170', 'type': 'attribute', 'children': ['171', '172']}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'TIME_DESCRIPTION_MODIFICATION'}; {'id': '173', 'type': 'block', 'children': ['174']}; {'id': '174', 'type': 'expression_statement', 'children': ['175']}; {'id': '175', 'type': 'assignment', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '177', 'type': 'call', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}; {'id': '179', 'type': 'string', 'children': [], 'value': "', '"}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '181', 'type': 'argument_list', 'children': ['182']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '183', 'type': 'else_clause', 'children': ['184']}; {'id': '184', 'type': 'block', 'children': ['185']}; {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '188', 'type': 'None', 'children': []}; {'id': '189', 'type': 'expression_statement', 'children': ['190']}; {'id': '190', 'type': 'call', 'children': ['191', '194']}; {'id': '191', 'type': 'attribute', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'insert'}; {'id': '194', 'type': 'argument_list', 'children': ['195', '196']}; {'id': '195', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '196', 'type': 'attribute', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'timestamp_desc'}; {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'assignment', 'children': ['201', '202']}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'content_identifier'}; {'id': '202', 'type': 'call', 'children': ['203', '206']}; {'id': '203', 'type': 'attribute', 'children': ['204', '205']}; {'id': '204', 'type': 'string', 'children': [], 'value': "', '"}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '206', 'type': 'argument_list', 'children': ['207']}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '208', 'type': 'return_statement', 'children': ['209']}; {'id': '209', 'type': 'expression_list', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'content_identifier'} | def _GetEventIdentifiers(self, event):
attributes = []
attribute_string = 'data_type: {0:s}'.format(event.data_type)
attributes.append(attribute_string)
for attribute_name, attribute_value in sorted(event.GetAttributes()):
if attribute_name in self._IDENTIFIER_EXCLUDED_ATTRIBUTES:
continue
if not attribute_value:
continue
if attribute_name == 'pathspec':
attribute_value = attribute_value.comparable
elif isinstance(attribute_value, dict):
attribute_value = sorted(attribute_value.items())
elif isinstance(attribute_value, set):
attribute_value = sorted(list(attribute_value))
elif isinstance(attribute_value, py2to3.BYTES_TYPE):
attribute_value = repr(attribute_value)
try:
attribute_string = '{0:s}: {1!s}'.format(
attribute_name, attribute_value)
except UnicodeDecodeError:
logger.error('Failed to decode attribute {0:s}'.format(
attribute_name))
attributes.append(attribute_string)
if event.timestamp_desc in (
'atime', 'ctime', 'crtime', 'mtime',
definitions.TIME_DESCRIPTION_LAST_ACCESS,
definitions.TIME_DESCRIPTION_CHANGE,
definitions.TIME_DESCRIPTION_CREATION,
definitions.TIME_DESCRIPTION_MODIFICATION):
macb_group_identifier = ', '.join(attributes)
else:
macb_group_identifier = None
attributes.insert(0, event.timestamp_desc)
content_identifier = ', '.join(attributes)
return macb_group_identifier, content_identifier |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'PopEvents'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '14']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'PopEvent'}; {'id': '13', 'type': 'argument_list', 'children': []}; {'id': '14', 'type': 'while_statement', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '16', 'type': 'block', 'children': ['17', '20']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'yield', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'PopEvent'}; {'id': '27', 'type': 'argument_list', 'children': []} | def PopEvents(self):
event = self.PopEvent()
while event:
yield event
event = self.PopEvent() |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_CheckStatusAnalysisProcess'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '6', 'type': 'block', 'children': ['7', '14', '264', '273']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': '_RaiseIfNotRegistered'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '14', 'type': 'if_statement', 'children': ['15', '20', '38']}; {'id': '15', 'type': 'comparison_operator', 'children': ['16', '17'], 'value': 'in'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': '_completed_analysis_processes'}; {'id': '20', 'type': 'block', 'children': ['21', '27', '34']}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'STATUS_INDICATOR_COMPLETED'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '30', 'type': 'dictionary', 'children': ['31']}; {'id': '31', 'type': 'pair', 'children': ['32', '33']}; {'id': '32', 'type': 'string', 'children': [], 'value': "'processing_status'"}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'used_memory'}; {'id': '37', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '38', 'type': 'else_clause', 'children': ['39']}; {'id': '39', 'type': 'block', 'children': ['40', '48', '57', '72', '80', '90', '129']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'process'}; {'id': '43', 'type': 'subscript', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': '_processes_per_pid'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': '_QueryProcessStatus'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'process'}; {'id': '57', 'type': 'if_statement', 'children': ['58', '61', '66']}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': 'is'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '60', 'type': 'None', 'children': []}; {'id': '61', 'type': 'block', 'children': ['62']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'process_is_alive'}; {'id': '65', 'type': 'False', 'children': []}; {'id': '66', 'type': 'else_clause', 'children': ['67']}; {'id': '67', 'type': 'block', 'children': ['68']}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'assignment', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'process_is_alive'}; {'id': '71', 'type': 'True', 'children': []}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'process_information'}; {'id': '75', 'type': 'subscript', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': '_process_information_per_pid'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'used_memory'}; {'id': '83', 'type': 'boolean_operator', 'children': ['84', '89'], 'value': 'or'}; {'id': '84', 'type': 'call', 'children': ['85', '88']}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'process_information'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'GetUsedMemory'}; {'id': '88', 'type': 'argument_list', 'children': []}; {'id': '89', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '90', 'type': 'if_statement', 'children': ['91', '100']}; {'id': '91', 'type': 'boolean_operator', 'children': ['92', '95'], 'value': 'and'}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': '_worker_memory_limit'}; {'id': '95', 'type': 'comparison_operator', 'children': ['96', '97'], 'value': '>'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'used_memory'}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': '_worker_memory_limit'}; {'id': '100', 'type': 'block', 'children': ['101', '122']}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'call', 'children': ['103', '106']}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'warning'}; {'id': '106', 'type': 'argument_list', 'children': ['107']}; {'id': '107', 'type': 'call', 'children': ['108', '114']}; {'id': '108', 'type': 'attribute', 'children': ['109', '113']}; {'id': '109', 'type': '()', 'children': ['110']}; {'id': '110', 'type': 'concatenated_string', 'children': ['111', '112']}; {'id': '111', 'type': 'string', 'children': [], 'value': "'Process: {0:s} (PID: {1:d}) killed because it exceeded the '"}; {'id': '112', 'type': 'string', 'children': [], 'value': "'memory limit: {2:d}.'"}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '114', 'type': 'argument_list', 'children': ['115', '118', '119']}; {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'process'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': '_worker_memory_limit'}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}; {'id': '123', 'type': 'call', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': '_KillProcess'}; {'id': '127', 'type': 'argument_list', 'children': ['128']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '129', 'type': 'if_statement', 'children': ['130', '135', '170']}; {'id': '130', 'type': 'call', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '132', 'type': 'argument_list', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '135', 'type': 'block', 'children': ['136', '144', '154']}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}; {'id': '137', 'type': 'assignment', 'children': ['138', '143']}; {'id': '138', 'type': 'subscript', 'children': ['139', '142']}; {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '141', 'type': 'identifier', 'children': [], 'value': '_rpc_errors_per_pid'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '143', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '144', 'type': 'expression_statement', 'children': ['145']}; {'id': '145', 'type': 'assignment', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '147', 'type': 'call', 'children': ['148', '151']}; {'id': '148', 'type': 'attribute', 'children': ['149', '150']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '151', 'type': 'argument_list', 'children': ['152', '153']}; {'id': '152', 'type': 'string', 'children': [], 'value': "'processing_status'"}; {'id': '153', 'type': 'None', 'children': []}; {'id': '154', 'type': 'if_statement', 'children': ['155', '160']}; {'id': '155', 'type': 'comparison_operator', 'children': ['156', '157'], 'value': '=='}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '157', 'type': 'attribute', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'STATUS_INDICATOR_COMPLETED'}; {'id': '160', 'type': 'block', 'children': ['161']}; {'id': '161', 'type': 'expression_statement', 'children': ['162']}; {'id': '162', 'type': 'call', 'children': ['163', '168']}; {'id': '163', 'type': 'attribute', 'children': ['164', '167']}; {'id': '164', 'type': 'attribute', 'children': ['165', '166']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': '_completed_analysis_processes'}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '168', 'type': 'argument_list', 'children': ['169']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '170', 'type': 'else_clause', 'children': ['171']}; {'id': '171', 'type': 'block', 'children': ['172', '186', '194', '205', '257']}; {'id': '172', 'type': 'expression_statement', 'children': ['173']}; {'id': '173', 'type': 'assignment', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'rpc_errors'}; {'id': '175', 'type': 'binary_operator', 'children': ['176', '185'], 'value': '+'}; {'id': '176', 'type': 'call', 'children': ['177', '182']}; {'id': '177', 'type': 'attribute', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': '_rpc_errors_per_pid'}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '182', 'type': 'argument_list', 'children': ['183', '184']}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '184', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '185', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '186', 'type': 'expression_statement', 'children': ['187']}; {'id': '187', 'type': 'assignment', 'children': ['188', '193']}; {'id': '188', 'type': 'subscript', 'children': ['189', '192']}; {'id': '189', 'type': 'attribute', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '191', 'type': 'identifier', 'children': [], 'value': '_rpc_errors_per_pid'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'rpc_errors'}; {'id': '194', 'type': 'if_statement', 'children': ['195', '200']}; {'id': '195', 'type': 'comparison_operator', 'children': ['196', '197'], 'value': '>'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'rpc_errors'}; {'id': '197', 'type': 'attribute', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '199', 'type': 'identifier', 'children': [], 'value': '_MAXIMUM_RPC_ERRORS'}; {'id': '200', 'type': 'block', 'children': ['201']}; {'id': '201', 'type': 'expression_statement', 'children': ['202']}; {'id': '202', 'type': 'assignment', 'children': ['203', '204']}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'process_is_alive'}; {'id': '204', 'type': 'False', 'children': []}; {'id': '205', 'type': 'if_statement', 'children': ['206', '207', '245']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'process_is_alive'}; {'id': '207', 'type': 'block', 'children': ['208', '216', '235', '239']}; {'id': '208', 'type': 'expression_statement', 'children': ['209']}; {'id': '209', 'type': 'assignment', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'rpc_port'}; {'id': '211', 'type': 'attribute', 'children': ['212', '215']}; {'id': '212', 'type': 'attribute', 'children': ['213', '214']}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'process'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'rpc_port'}; {'id': '215', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}; {'id': '217', 'type': 'call', 'children': ['218', '221']}; {'id': '218', 'type': 'attribute', 'children': ['219', '220']}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'warning'}; {'id': '221', 'type': 'argument_list', 'children': ['222']}; {'id': '222', 'type': 'call', 'children': ['223', '229']}; {'id': '223', 'type': 'attribute', 'children': ['224', '228']}; {'id': '224', 'type': '()', 'children': ['225']}; {'id': '225', 'type': 'concatenated_string', 'children': ['226', '227']}; {'id': '226', 'type': 'string', 'children': [], 'value': "'Unable to retrieve process: {0:s} (PID: {1:d}) status via '"}; {'id': '227', 'type': 'string', 'children': [], 'value': "'RPC socket: http://localhost:{2:d}'"}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '229', 'type': 'argument_list', 'children': ['230', '233', '234']}; {'id': '230', 'type': 'attribute', 'children': ['231', '232']}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'process'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'rpc_port'}; {'id': '235', 'type': 'expression_statement', 'children': ['236']}; {'id': '236', 'type': 'assignment', 'children': ['237', '238']}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'processing_status_string'}; {'id': '238', 'type': 'string', 'children': [], 'value': "'RPC error'"}; {'id': '239', 'type': 'expression_statement', 'children': ['240']}; {'id': '240', 'type': 'assignment', 'children': ['241', '242']}; {'id': '241', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '242', 'type': 'attribute', 'children': ['243', '244']}; {'id': '243', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'STATUS_INDICATOR_RUNNING'}; {'id': '245', 'type': 'else_clause', 'children': ['246']}; {'id': '246', 'type': 'block', 'children': ['247', '251']}; {'id': '247', 'type': 'expression_statement', 'children': ['248']}; {'id': '248', 'type': 'assignment', 'children': ['249', '250']}; {'id': '249', 'type': 'identifier', 'children': [], 'value': 'processing_status_string'}; {'id': '250', 'type': 'string', 'children': [], 'value': "'killed'"}; {'id': '251', 'type': 'expression_statement', 'children': ['252']}; {'id': '252', 'type': 'assignment', 'children': ['253', '254']}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '254', 'type': 'attribute', 'children': ['255', '256']}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'STATUS_INDICATOR_KILLED'}; {'id': '257', 'type': 'expression_statement', 'children': ['258']}; {'id': '258', 'type': 'assignment', 'children': ['259', '260']}; {'id': '259', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '260', 'type': 'dictionary', 'children': ['261']}; {'id': '261', 'type': 'pair', 'children': ['262', '263']}; {'id': '262', 'type': 'string', 'children': [], 'value': "'processing_status'"}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'processing_status_string'}; {'id': '264', 'type': 'expression_statement', 'children': ['265']}; {'id': '265', 'type': 'call', 'children': ['266', '269']}; {'id': '266', 'type': 'attribute', 'children': ['267', '268']}; {'id': '267', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '268', 'type': 'identifier', 'children': [], 'value': '_UpdateProcessingStatus'}; {'id': '269', 'type': 'argument_list', 'children': ['270', '271', '272']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '271', 'type': 'identifier', 'children': [], 'value': 'process_status'}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'used_memory'}; {'id': '273', 'type': 'if_statement', 'children': ['274', '279']}; {'id': '274', 'type': 'comparison_operator', 'children': ['275', '276'], 'value': 'in'}; {'id': '275', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '276', 'type': 'attribute', 'children': ['277', '278']}; {'id': '277', 'type': 'identifier', 'children': [], 'value': 'definitions'}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'ERROR_STATUS_INDICATORS'}; {'id': '279', 'type': 'block', 'children': ['280', '299']}; {'id': '280', 'type': 'expression_statement', 'children': ['281']}; {'id': '281', 'type': 'call', 'children': ['282', '285']}; {'id': '282', 'type': 'attribute', 'children': ['283', '284']}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '285', 'type': 'argument_list', 'children': ['286']}; {'id': '286', 'type': 'call', 'children': ['287', '293']}; {'id': '287', 'type': 'attribute', 'children': ['288', '292']}; {'id': '288', 'type': '()', 'children': ['289']}; {'id': '289', 'type': 'concatenated_string', 'children': ['290', '291']}; {'id': '290', 'type': 'string', 'children': [], 'value': "'Process {0:s} (PID: {1:d}) is not functioning correctly. '"}; {'id': '291', 'type': 'string', 'children': [], 'value': "'Status code: {2!s}.'"}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '293', 'type': 'argument_list', 'children': ['294', '297', '298']}; {'id': '294', 'type': 'attribute', 'children': ['295', '296']}; {'id': '295', 'type': 'identifier', 'children': [], 'value': 'process'}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '297', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'status_indicator'}; {'id': '299', 'type': 'expression_statement', 'children': ['300']}; {'id': '300', 'type': 'call', 'children': ['301', '304']}; {'id': '301', 'type': 'attribute', 'children': ['302', '303']}; {'id': '302', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '303', 'type': 'identifier', 'children': [], 'value': '_TerminateProcessByPid'}; {'id': '304', 'type': 'argument_list', 'children': ['305']}; {'id': '305', 'type': 'identifier', 'children': [], 'value': 'pid'} | def _CheckStatusAnalysisProcess(self, pid):
self._RaiseIfNotRegistered(pid)
if pid in self._completed_analysis_processes:
status_indicator = definitions.STATUS_INDICATOR_COMPLETED
process_status = {
'processing_status': status_indicator}
used_memory = 0
else:
process = self._processes_per_pid[pid]
process_status = self._QueryProcessStatus(process)
if process_status is None:
process_is_alive = False
else:
process_is_alive = True
process_information = self._process_information_per_pid[pid]
used_memory = process_information.GetUsedMemory() or 0
if self._worker_memory_limit and used_memory > self._worker_memory_limit:
logger.warning((
'Process: {0:s} (PID: {1:d}) killed because it exceeded the '
'memory limit: {2:d}.').format(
process.name, pid, self._worker_memory_limit))
self._KillProcess(pid)
if isinstance(process_status, dict):
self._rpc_errors_per_pid[pid] = 0
status_indicator = process_status.get('processing_status', None)
if status_indicator == definitions.STATUS_INDICATOR_COMPLETED:
self._completed_analysis_processes.add(pid)
else:
rpc_errors = self._rpc_errors_per_pid.get(pid, 0) + 1
self._rpc_errors_per_pid[pid] = rpc_errors
if rpc_errors > self._MAXIMUM_RPC_ERRORS:
process_is_alive = False
if process_is_alive:
rpc_port = process.rpc_port.value
logger.warning((
'Unable to retrieve process: {0:s} (PID: {1:d}) status via '
'RPC socket: http://localhost:{2:d}').format(
process.name, pid, rpc_port))
processing_status_string = 'RPC error'
status_indicator = definitions.STATUS_INDICATOR_RUNNING
else:
processing_status_string = 'killed'
status_indicator = definitions.STATUS_INDICATOR_KILLED
process_status = {
'processing_status': processing_status_string}
self._UpdateProcessingStatus(pid, process_status, used_memory)
if status_indicator in definitions.ERROR_STATUS_INDICATORS:
logger.error((
'Process {0:s} (PID: {1:d}) is not functioning correctly. '
'Status code: {2!s}.').format(
process.name, pid, status_indicator))
self._TerminateProcessByPid(pid) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_ExportEvent'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'deduplicate_events'}; {'id': '9', 'type': 'True', 'children': []}; {'id': '10', 'type': 'block', 'children': ['11', '38']}; {'id': '11', 'type': 'if_statement', 'children': ['12', '19']}; {'id': '12', 'type': 'comparison_operator', 'children': ['13', '16'], 'value': '!='}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'timestamp'}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': '_export_event_timestamp'}; {'id': '19', 'type': 'block', 'children': ['20', '30']}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': '_FlushExportBuffer'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '27', 'type': 'keyword_argument', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'deduplicate_events'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'deduplicate_events'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': '_export_event_timestamp'}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'timestamp'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '45']}; {'id': '40', 'type': 'attribute', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': '_export_event_heap'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'PushEvent'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'event'} | def _ExportEvent(self, output_module, event, deduplicate_events=True):
if event.timestamp != self._export_event_timestamp:
self._FlushExportBuffer(
output_module, deduplicate_events=deduplicate_events)
self._export_event_timestamp = event.timestamp
self._export_event_heap.PushEvent(event) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_FlushExportBuffer'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'deduplicate_events'}; {'id': '8', 'type': 'True', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '14', '18', '22', '32', '129']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'last_macb_group_identifier'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'last_content_identifier'}; {'id': '17', 'type': 'None', 'children': []}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '21', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'generator'}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_export_event_heap'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'PopEvents'}; {'id': '31', 'type': 'argument_list', 'children': []}; {'id': '32', 'type': 'for_statement', 'children': ['33', '37', '38']}; {'id': '33', 'type': 'pattern_list', 'children': ['34', '35', '36']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'content_identifier'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'generator'}; {'id': '38', 'type': 'block', 'children': ['39', '55', '121', '125']}; {'id': '39', 'type': 'if_statement', 'children': ['40', '45']}; {'id': '40', 'type': 'boolean_operator', 'children': ['41', '42'], 'value': 'and'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'deduplicate_events'}; {'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': '=='}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'last_content_identifier'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'content_identifier'}; {'id': '45', 'type': 'block', 'children': ['46', '54']}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'augmented_assignment', 'children': ['48', '53'], 'value': '+='}; {'id': '48', 'type': 'attribute', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': '_events_status'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'number_of_duplicate_events'}; {'id': '53', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '54', 'type': 'continue_statement', 'children': []}; {'id': '55', 'type': 'if_statement', 'children': ['56', '59', '81']}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': 'is'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '58', 'type': 'None', 'children': []}; {'id': '59', 'type': 'block', 'children': ['60', '74']}; {'id': '60', 'type': 'if_statement', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '62', 'type': 'block', 'children': ['63', '70']}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'WriteEventMACBGroup'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '73', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '74', 'type': 'expression_statement', 'children': ['75']}; {'id': '75', 'type': 'call', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'WriteEvent'}; {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '81', 'type': 'else_clause', 'children': ['82']}; {'id': '82', 'type': 'block', 'children': ['83', '113']}; {'id': '83', 'type': 'if_statement', 'children': ['84', '91', '99']}; {'id': '84', 'type': '()', 'children': ['85']}; {'id': '85', 'type': 'boolean_operator', 'children': ['86', '89'], 'value': 'or'}; {'id': '86', 'type': 'comparison_operator', 'children': ['87', '88'], 'value': '=='}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'last_macb_group_identifier'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '89', 'type': 'not_operator', 'children': ['90']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '91', 'type': 'block', 'children': ['92']}; {'id': '92', 'type': 'expression_statement', 'children': ['93']}; {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '97', 'type': 'argument_list', 'children': ['98']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '99', 'type': 'else_clause', 'children': ['100']}; {'id': '100', 'type': 'block', 'children': ['101', '108']}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'call', 'children': ['103', '106']}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'WriteEventMACBGroup'}; {'id': '106', 'type': 'argument_list', 'children': ['107']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}; {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '111', 'type': 'list', 'children': ['112'], 'value': '[event]'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '113', 'type': 'expression_statement', 'children': ['114']}; {'id': '114', 'type': 'augmented_assignment', 'children': ['115', '120'], 'value': '+='}; {'id': '115', 'type': 'attribute', 'children': ['116', '119']}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': '_events_status'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'number_of_macb_grouped_events'}; {'id': '120', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '121', 'type': 'expression_statement', 'children': ['122']}; {'id': '122', 'type': 'assignment', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'last_macb_group_identifier'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'macb_group_identifier'}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'last_content_identifier'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'content_identifier'}; {'id': '129', 'type': 'if_statement', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'macb_group'}; {'id': '131', 'type': 'block', 'children': ['132']}; {'id': '132', 'type': 'expression_statement', 'children': ['133']}; {'id': '133', 'type': 'call', 'children': ['134', '137']}; {'id': '134', 'type': 'attribute', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'output_module'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'WriteEventMACBGroup'}; {'id': '137', 'type': 'argument_list', 'children': ['138']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'macb_group'} | def _FlushExportBuffer(self, output_module, deduplicate_events=True):
last_macb_group_identifier = None
last_content_identifier = None
macb_group = []
generator = self._export_event_heap.PopEvents()
for macb_group_identifier, content_identifier, event in generator:
if deduplicate_events and last_content_identifier == content_identifier:
self._events_status.number_of_duplicate_events += 1
continue
if macb_group_identifier is None:
if macb_group:
output_module.WriteEventMACBGroup(macb_group)
macb_group = []
output_module.WriteEvent(event)
else:
if (last_macb_group_identifier == macb_group_identifier or
not macb_group):
macb_group.append(event)
else:
output_module.WriteEventMACBGroup(macb_group)
macb_group = [event]
self._events_status.number_of_macb_grouped_events += 1
last_macb_group_identifier = macb_group_identifier
last_content_identifier = content_identifier
if macb_group:
output_module.WriteEventMACBGroup(macb_group) |
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if attribute_container.CONTAINER_TYPE != 'event_tag':
return
event_identifier = attribute_container.GetEventIdentifier()
if not event_identifier:
return
stored_event_tag = self._event_tag_index.GetEventTagByIdentifier(
storage_writer, event_identifier)
if stored_event_tag:
attribute_container.AddComment(stored_event_tag.comment)
attribute_container.AddLabels(stored_event_tag.labels)
self._event_tag_index.SetEventTag(attribute_container) |
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logger.info('Starting analysis plugins.')
for analysis_plugin in analysis_plugins.values():
self._analysis_plugins[analysis_plugin.NAME] = analysis_plugin
process = self._StartWorkerProcess(analysis_plugin.NAME, storage_writer)
if not process:
logger.error('Unable to create analysis process: {0:s}'.format(
analysis_plugin.NAME))
logger.info('Analysis plugins running') |
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{'id': '32', 'type': 'not_operator', 'children': ['33']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': '_use_zeromq'}; {'id': '36', 'type': 'block', 'children': ['37', '44']}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'string', 'children': [], 'value': "'Emptying queues.'"}; {'id': '44', 'type': 'for_statement', 'children': ['45', '46', '53']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'event_queue'}; {'id': '46', 'type': 'call', 'children': ['47', '52']}; {'id': '47', 'type': 'attribute', 'children': ['48', '51']}; 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{'id': '112', 'type': 'identifier', 'children': [], 'value': 'abort'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'abort'}; {'id': '114', 'type': 'if_statement', 'children': ['115', '116', '123']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'abort'}; {'id': '116', 'type': 'block', 'children': ['117']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '122']}; {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': '_AbortKill'}; {'id': '122', 'type': 'argument_list', 'children': []}; {'id': '123', 'type': 'else_clause', 'children': ['124']}; {'id': '124', 'type': 'block', 'children': ['125', '131', '142']}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'call', 'children': ['127', '130']}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; 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{'id': '143', 'type': 'identifier', 'children': [], 'value': 'event_queue'}; {'id': '144', 'type': 'call', 'children': ['145', '150']}; {'id': '145', 'type': 'attribute', 'children': ['146', '149']}; {'id': '146', 'type': 'attribute', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': '_event_queues'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '150', 'type': 'argument_list', 'children': []}; {'id': '151', 'type': 'block', 'children': ['152']}; {'id': '152', 'type': 'expression_statement', 'children': ['153']}; {'id': '153', 'type': 'call', 'children': ['154', '157']}; {'id': '154', 'type': 'attribute', 'children': ['155', '156']}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'event_queue'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'Close'}; {'id': '157', 'type': 'argument_list', 'children': ['158']}; {'id': '158', 'type': 'keyword_argument', 'children': ['159', '160']}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'abort'}; {'id': '160', 'type': 'True', 'children': []} | def _StopAnalysisProcesses(self, abort=False):
logger.debug('Stopping analysis processes.')
self._StopMonitoringProcesses()
if abort:
self._AbortTerminate()
if not self._use_zeromq:
logger.debug('Emptying queues.')
for event_queue in self._event_queues.values():
event_queue.Empty()
for event_queue in self._event_queues.values():
event_queue.PushItem(plaso_queue.QueueAbort(), block=False)
self._AbortJoin(timeout=self._PROCESS_JOIN_TIMEOUT)
for event_queue in self._event_queues.values():
event_queue.Close(abort=abort)
if abort:
self._AbortKill()
else:
self._AbortTerminate()
self._AbortJoin(timeout=self._PROCESS_JOIN_TIMEOUT)
for event_queue in self._event_queues.values():
event_queue.Close(abort=True) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_UpdateForemanProcessStatus'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '18', '29', '78']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'used_memory'}; {'id': '9', 'type': 'boolean_operator', 'children': ['10', '17'], 'value': 'or'}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': '_process_information'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'GetUsedMemory'}; {'id': '16', 'type': 'argument_list', 'children': []}; {'id': '17', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'display_name'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '23', 'type': 'argument_list', 'children': ['24', '27', '28']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': '_merge_task'}; {'id': '27', 'type': 'string', 'children': [], 'value': "'identifier'"}; {'id': '28', 'type': 'string', 'children': [], 'value': "''"}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '36']}; {'id': '31', 'type': 'attribute', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': '_processing_status'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'UpdateForemanStatus'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '40', '43', '46', '47', '48', '51', '54', '57', '60', '63', '66', '69', '72', '75']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': '_name'}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': '_status'}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': '_pid'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'used_memory'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'display_name'}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': '_number_of_consumed_sources'}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': '_number_of_produced_sources'}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': '_number_of_consumed_events'}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': '_number_of_produced_events'}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_number_of_consumed_event_tags'}; {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': '_number_of_produced_event_tags'}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': '_number_of_consumed_warnings'}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': '_number_of_produced_warnings'}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': '_number_of_consumed_reports'}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': '_number_of_produced_reports'}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'call', 'children': ['80', '85']}; {'id': '80', 'type': 'attribute', 'children': ['81', '84']}; {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': '_processing_status'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'UpdateEventsStatus'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': '_events_status'} | def _UpdateForemanProcessStatus(self):
used_memory = self._process_information.GetUsedMemory() or 0
display_name = getattr(self._merge_task, 'identifier', '')
self._processing_status.UpdateForemanStatus(
self._name, self._status, self._pid, used_memory, display_name,
self._number_of_consumed_sources, self._number_of_produced_sources,
self._number_of_consumed_events, self._number_of_produced_events,
self._number_of_consumed_event_tags,
self._number_of_produced_event_tags,
self._number_of_consumed_warnings, self._number_of_produced_warnings,
self._number_of_consumed_reports, self._number_of_produced_reports)
self._processing_status.UpdateEventsStatus(self._events_status) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'workers_status'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'list_comprehension', 'children': ['8', '13']}; {'id': '8', 'type': 'subscript', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': '_workers_status'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'identifier'}; {'id': '13', 'type': 'for_in_clause', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'identifier'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '24']}; {'id': '19', 'type': 'attribute', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_workers_status'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '24', 'type': 'argument_list', 'children': []} | def workers_status(self):
return [self._workers_status[identifier]
for identifier in sorted(self._workers_status.keys())] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'ProcessStorage'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '15', '26', '37', '48', '68', '81', '100', '111', '117', '125', '133', '143', '153', '163', '167', '264', '335', '341', '350', '413', '426']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'call', 'children': ['8', '11']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '_CheckStorageFile'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '22']}; {'id': '17', 'type': 'attribute', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '_status_view'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'SetMode'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': '_status_view_mode'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '33']}; {'id': '28', 'type': 'attribute', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': '_status_view'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'SetStorageFileInformation'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'status_update_callback'}; {'id': '40', 'type': '()', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '47']}; {'id': '42', 'type': 'attribute', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': '_status_view'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'GetAnalysisStatusUpdateCallback'}; {'id': '47', 'type': 'argument_list', 'children': []}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '51', 'type': 'call', 'children': ['52', '57']}; {'id': '52', 'type': 'attribute', 'children': ['53', '56']}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'engine'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'BaseEngine'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'CreateSession'}; {'id': '57', 'type': 'argument_list', 'children': ['58', '63']}; {'id': '58', 'type': 'keyword_argument', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'command_line_arguments'}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_command_line_arguments'}; {'id': '63', 'type': 'keyword_argument', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'preferred_encoding'}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'preferred_encoding'}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'assignment', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '71', 'type': 'call', 'children': ['72', '77']}; {'id': '72', 'type': 'attribute', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'storage_factory'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'StorageFactory'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'CreateStorageReaderForFile'}; {'id': '77', 'type': 'argument_list', 'children': ['78']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '81', 'type': 'if_statement', 'children': ['82', '84']}; {'id': '82', 'type': 'not_operator', 'children': ['83']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '84', 'type': 'block', 'children': ['85', '99']}; {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'string', 'children': [], 'value': "'Format of storage file: {0:s} not supported'"}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '99', 'type': 'return_statement', 'children': []}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'assignment', 'children': ['102', '105']}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': '_number_of_analysis_reports'}; {'id': '105', 'type': '()', 'children': ['106']}; {'id': '106', 'type': 'call', 'children': ['107', '110']}; {'id': '107', 'type': 'attribute', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'GetNumberOfAnalysisReports'}; {'id': '110', 'type': 'argument_list', 'children': []}; {'id': '111', 'type': 'expression_statement', 'children': ['112']}; {'id': '112', 'type': 'call', 'children': ['113', '116']}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'Close'}; {'id': '116', 'type': 'argument_list', 'children': []}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '120', 'type': 'call', 'children': ['121', '124']}; {'id': '121', 'type': 'attribute', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'configurations'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'ProcessingConfiguration'}; {'id': '124', 'type': 'argument_list', 'children': []}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '130']}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'data_location'}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': '_data_location'}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'assignment', 'children': ['135', '140']}; {'id': '135', 'type': 'attribute', 'children': ['136', '139']}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'profiling'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'directory'}; {'id': '140', 'type': 'attribute', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': '_profiling_directory'}; {'id': '143', 'type': 'expression_statement', 'children': ['144']}; {'id': '144', 'type': 'assignment', 'children': ['145', '150']}; {'id': '145', 'type': 'attribute', 'children': ['146', '149']}; {'id': '146', 'type': 'attribute', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'profiling'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'sample_rate'}; {'id': '150', 'type': 'attribute', 'children': ['151', '152']}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': '_profiling_sample_rate'}; {'id': '153', 'type': 'expression_statement', 'children': ['154']}; {'id': '154', 'type': 'assignment', 'children': ['155', '160']}; {'id': '155', 'type': 'attribute', 'children': ['156', '159']}; {'id': '156', 'type': 'attribute', 'children': ['157', '158']}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'profiling'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'profilers'}; {'id': '160', 'type': 'attribute', 'children': ['161', '162']}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': '_profilers'}; {'id': '163', 'type': 'expression_statement', 'children': ['164']}; {'id': '164', 'type': 'assignment', 'children': ['165', '166']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'analysis_counter'}; {'id': '166', 'type': 'None', 'children': []}; {'id': '167', 'type': 'if_statement', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': '_analysis_plugins'}; {'id': '171', 'type': 'block', 'children': ['172', '187', '200', '235', '243']}; {'id': '172', 'type': 'expression_statement', 'children': ['173']}; {'id': '173', 'type': 'assignment', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'storage_writer'}; {'id': '175', 'type': '()', 'children': ['176']}; {'id': '176', 'type': 'call', 'children': ['177', '182']}; {'id': '177', 'type': 'attribute', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'storage_factory'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'StorageFactory'}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'CreateStorageWriterForFile'}; {'id': '182', 'type': 'argument_list', 'children': ['183', '184']}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '184', 'type': 'attribute', 'children': ['185', '186']}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '186', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '187', 'type': 'expression_statement', 'children': ['188']}; {'id': '188', 'type': 'assignment', 'children': ['189', '190']}; {'id': '189', 'type': 'identifier', 'children': [], 'value': 'analysis_engine'}; {'id': '190', 'type': 'call', 'children': ['191', '194']}; {'id': '191', 'type': 'attribute', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'psort'}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'PsortMultiProcessEngine'}; {'id': '194', 'type': 'argument_list', 'children': ['195']}; {'id': '195', 'type': 'keyword_argument', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'use_zeromq'}; {'id': '197', 'type': 'attribute', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '199', 'type': 'identifier', 'children': [], 'value': '_use_zeromq'}; {'id': '200', 'type': 'expression_statement', 'children': ['201']}; {'id': '201', 'type': 'call', 'children': ['202', '205']}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'analysis_engine'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'AnalyzeEvents'}; {'id': '205', 'type': 'argument_list', 'children': ['206', '209', '210', '213', '216', '217', '222', '227', '230']}; {'id': '206', 'type': 'attribute', 'children': ['207', '208']}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': '_knowledge_base'}; {'id': '209', 'type': 'identifier', 'children': [], 'value': 'storage_writer'}; {'id': '210', 'type': 'attribute', 'children': ['211', '212']}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': '_data_location'}; {'id': '213', 'type': 'attribute', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '215', 'type': 'identifier', 'children': [], 'value': '_analysis_plugins'}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '217', 'type': 'keyword_argument', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'event_filter'}; {'id': '219', 'type': 'attribute', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '221', 'type': 'identifier', 'children': [], 'value': '_event_filter'}; {'id': '222', 'type': 'keyword_argument', 'children': ['223', '224']}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'event_filter_expression'}; {'id': '224', 'type': 'attribute', 'children': ['225', '226']}; {'id': '225', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': '_event_filter_expression'}; {'id': '227', 'type': 'keyword_argument', 'children': ['228', '229']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'status_update_callback'}; {'id': '229', 'type': 'identifier', 'children': [], 'value': 'status_update_callback'}; {'id': '230', 'type': 'keyword_argument', 'children': ['231', '232']}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'worker_memory_limit'}; {'id': '232', 'type': 'attribute', 'children': ['233', '234']}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '234', 'type': 'identifier', 'children': [], 'value': '_worker_memory_limit'}; {'id': '235', 'type': 'expression_statement', 'children': ['236']}; {'id': '236', 'type': 'assignment', 'children': ['237', '238']}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'analysis_counter'}; {'id': '238', 'type': 'call', 'children': ['239', '242']}; {'id': '239', 'type': 'attribute', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'collections'}; {'id': '241', 'type': 'identifier', 'children': [], 'value': 'Counter'}; {'id': '242', 'type': 'argument_list', 'children': []}; {'id': '243', 'type': 'for_statement', 'children': ['244', '247', '257']}; {'id': '244', 'type': 'pattern_list', 'children': ['245', '246']}; {'id': '245', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '247', 'type': 'call', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'iter'}; {'id': '249', 'type': 'argument_list', 'children': ['250']}; {'id': '250', 'type': 'call', 'children': ['251', '256']}; {'id': '251', 'type': 'attribute', 'children': ['252', '255']}; {'id': '252', 'type': 'attribute', 'children': ['253', '254']}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'analysis_reports_counter'}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '256', 'type': 'argument_list', 'children': []}; {'id': '257', 'type': 'block', 'children': ['258']}; {'id': '258', 'type': 'expression_statement', 'children': ['259']}; {'id': '259', 'type': 'assignment', 'children': ['260', '263']}; {'id': '260', 'type': 'subscript', 'children': ['261', '262']}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'analysis_counter'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '264', 'type': 'if_statement', 'children': ['265', '270']}; {'id': '265', 'type': 'comparison_operator', 'children': ['266', '269'], 'value': '!='}; {'id': '266', 'type': 'attribute', 'children': ['267', '268']}; {'id': '267', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '268', 'type': 'identifier', 'children': [], 'value': '_output_format'}; {'id': '269', 'type': 'string', 'children': [], 'value': "'null'"}; {'id': '270', 'type': 'block', 'children': ['271', '285', '298']}; {'id': '271', 'type': 'expression_statement', 'children': ['272']}; {'id': '272', 'type': 'assignment', 'children': ['273', '274']}; {'id': '273', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '274', 'type': '()', 'children': ['275']}; {'id': '275', 'type': 'call', 'children': ['276', '281']}; {'id': '276', 'type': 'attribute', 'children': ['277', '280']}; {'id': '277', 'type': 'attribute', 'children': ['278', '279']}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'storage_factory'}; {'id': '279', 'type': 'identifier', 'children': [], 'value': 'StorageFactory'}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'CreateStorageReaderForFile'}; {'id': '281', 'type': 'argument_list', 'children': ['282']}; {'id': '282', 'type': 'attribute', 'children': ['283', '284']}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '284', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '285', 'type': 'expression_statement', 'children': ['286']}; {'id': '286', 'type': 'assignment', 'children': ['287', '288']}; {'id': '287', 'type': 'identifier', 'children': [], 'value': 'analysis_engine'}; {'id': '288', 'type': 'call', 'children': ['289', '292']}; {'id': '289', 'type': 'attribute', 'children': ['290', '291']}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'psort'}; {'id': '291', 'type': 'identifier', 'children': [], 'value': 'PsortMultiProcessEngine'}; {'id': '292', 'type': 'argument_list', 'children': ['293']}; {'id': '293', 'type': 'keyword_argument', 'children': ['294', '295']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'use_zeromq'}; {'id': '295', 'type': 'attribute', 'children': ['296', '297']}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '297', 'type': 'identifier', 'children': [], 'value': '_use_zeromq'}; {'id': '298', 'type': 'expression_statement', 'children': ['299']}; {'id': '299', 'type': 'call', 'children': ['300', '303']}; {'id': '300', 'type': 'attribute', 'children': ['301', '302']}; {'id': '301', 'type': 'identifier', 'children': [], 'value': 'analysis_engine'}; {'id': '302', 'type': 'identifier', 'children': [], 'value': 'ExportEvents'}; {'id': '303', 'type': 'argument_list', 'children': ['304', '307', '308', '311', '312', '317', '322', '325', '330']}; {'id': '304', 'type': 'attribute', 'children': ['305', '306']}; {'id': '305', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '306', 'type': 'identifier', 'children': [], 'value': '_knowledge_base'}; {'id': '307', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '308', 'type': 'attribute', 'children': ['309', '310']}; {'id': '309', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '310', 'type': 'identifier', 'children': [], 'value': '_output_module'}; {'id': '311', 'type': 'identifier', 'children': [], 'value': 'configuration'}; {'id': '312', 'type': 'keyword_argument', 'children': ['313', '314']}; {'id': '313', 'type': 'identifier', 'children': [], 'value': 'deduplicate_events'}; {'id': '314', 'type': 'attribute', 'children': ['315', '316']}; {'id': '315', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '316', 'type': 'identifier', 'children': [], 'value': '_deduplicate_events'}; {'id': '317', 'type': 'keyword_argument', 'children': ['318', '319']}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'event_filter'}; {'id': '319', 'type': 'attribute', 'children': ['320', '321']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '321', 'type': 'identifier', 'children': [], 'value': '_event_filter'}; {'id': '322', 'type': 'keyword_argument', 'children': ['323', '324']}; {'id': '323', 'type': 'identifier', 'children': [], 'value': 'status_update_callback'}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'status_update_callback'}; {'id': '325', 'type': 'keyword_argument', 'children': ['326', '327']}; {'id': '326', 'type': 'identifier', 'children': [], 'value': 'time_slice'}; {'id': '327', 'type': 'attribute', 'children': ['328', '329']}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '329', 'type': 'identifier', 'children': [], 'value': '_time_slice'}; {'id': '330', 'type': 'keyword_argument', 'children': ['331', '332']}; {'id': '331', 'type': 'identifier', 'children': [], 'value': 'use_time_slicer'}; {'id': '332', 'type': 'attribute', 'children': ['333', '334']}; {'id': '333', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '334', 'type': 'identifier', 'children': [], 'value': '_use_time_slicer'}; {'id': '335', 'type': 'if_statement', 'children': ['336', '339']}; {'id': '336', 'type': 'attribute', 'children': ['337', '338']}; {'id': '337', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '338', 'type': 'identifier', 'children': [], 'value': '_quiet_mode'}; {'id': '339', 'type': 'block', 'children': ['340']}; {'id': '340', 'type': 'return_statement', 'children': []}; {'id': '341', 'type': 'expression_statement', 'children': ['342']}; {'id': '342', 'type': 'call', 'children': ['343', '348']}; {'id': '343', 'type': 'attribute', 'children': ['344', '347']}; {'id': '344', 'type': 'attribute', 'children': ['345', '346']}; {'id': '345', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '346', 'type': 'identifier', 'children': [], 'value': '_output_writer'}; {'id': '347', 'type': 'identifier', 'children': [], 'value': 'Write'}; {'id': '348', 'type': 'argument_list', 'children': ['349']}; {'id': '349', 'type': 'string', 'children': [], 'value': "'Processing completed.\\n'"}; {'id': '350', 'type': 'if_statement', 'children': ['351', '352']}; {'id': '351', 'type': 'identifier', 'children': [], 'value': 'analysis_counter'}; {'id': '352', 'type': 'block', 'children': ['353', '369', '393', '404']}; {'id': '353', 'type': 'expression_statement', 'children': ['354']}; {'id': '354', 'type': 'assignment', 'children': ['355', '356']}; {'id': '355', 'type': 'identifier', 'children': [], 'value': 'table_view'}; {'id': '356', 'type': 'call', 'children': ['357', '362']}; {'id': '357', 'type': 'attribute', 'children': ['358', '361']}; {'id': '358', 'type': 'attribute', 'children': ['359', '360']}; {'id': '359', 'type': 'identifier', 'children': [], 'value': 'views'}; {'id': '360', 'type': 'identifier', 'children': [], 'value': 'ViewsFactory'}; {'id': '361', 'type': 'identifier', 'children': [], 'value': 'GetTableView'}; {'id': '362', 'type': 'argument_list', 'children': ['363', '366']}; {'id': '363', 'type': 'attribute', 'children': ['364', '365']}; {'id': '364', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '365', 'type': 'identifier', 'children': [], 'value': '_views_format_type'}; {'id': '366', 'type': 'keyword_argument', 'children': ['367', '368']}; {'id': '367', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '368', 'type': 'string', 'children': [], 'value': "'Analysis reports generated'"}; {'id': '369', 'type': 'for_statement', 'children': ['370', '373', '378']}; {'id': '370', 'type': 'pattern_list', 'children': ['371', '372']}; {'id': '371', 'type': 'identifier', 'children': [], 'value': 'element'}; {'id': '372', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '373', 'type': 'call', 'children': ['374', '377']}; {'id': '374', 'type': 'attribute', 'children': ['375', '376']}; {'id': '375', 'type': 'identifier', 'children': [], 'value': 'analysis_counter'}; {'id': '376', 'type': 'identifier', 'children': [], 'value': 'most_common'}; {'id': '377', 'type': 'argument_list', 'children': []}; {'id': '378', 'type': 'block', 'children': ['379']}; {'id': '379', 'type': 'if_statement', 'children': ['380', '383']}; {'id': '380', 'type': 'comparison_operator', 'children': ['381', '382'], 'value': '!='}; {'id': '381', 'type': 'identifier', 'children': [], 'value': 'element'}; {'id': '382', 'type': 'string', 'children': [], 'value': "'total'"}; {'id': '383', 'type': 'block', 'children': ['384']}; {'id': '384', 'type': 'expression_statement', 'children': ['385']}; {'id': '385', 'type': 'call', 'children': ['386', '389']}; {'id': '386', 'type': 'attribute', 'children': ['387', '388']}; {'id': '387', 'type': 'identifier', 'children': [], 'value': 'table_view'}; {'id': '388', 'type': 'identifier', 'children': [], 'value': 'AddRow'}; {'id': '389', 'type': 'argument_list', 'children': ['390']}; {'id': '390', 'type': 'list', 'children': ['391', '392'], 'value': '[element, count]'}; {'id': '391', 'type': 'identifier', 'children': [], 'value': 'element'}; {'id': '392', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '393', 'type': 'expression_statement', 'children': ['394']}; {'id': '394', 'type': 'call', 'children': ['395', '398']}; {'id': '395', 'type': 'attribute', 'children': ['396', '397']}; {'id': '396', 'type': 'identifier', 'children': [], 'value': 'table_view'}; {'id': '397', 'type': 'identifier', 'children': [], 'value': 'AddRow'}; {'id': '398', 'type': 'argument_list', 'children': ['399']}; {'id': '399', 'type': 'list', 'children': ['400', '401'], 'value': "['Total', analysis_counter['total']]"}; {'id': '400', 'type': 'string', 'children': [], 'value': "'Total'"}; {'id': '401', 'type': 'subscript', 'children': ['402', '403']}; {'id': '402', 'type': 'identifier', 'children': [], 'value': 'analysis_counter'}; {'id': '403', 'type': 'string', 'children': [], 'value': "'total'"}; {'id': '404', 'type': 'expression_statement', 'children': ['405']}; {'id': '405', 'type': 'call', 'children': ['406', '409']}; {'id': '406', 'type': 'attribute', 'children': ['407', '408']}; {'id': '407', 'type': 'identifier', 'children': [], 'value': 'table_view'}; {'id': '408', 'type': 'identifier', 'children': [], 'value': 'Write'}; {'id': '409', 'type': 'argument_list', 'children': ['410']}; {'id': '410', 'type': 'attribute', 'children': ['411', '412']}; {'id': '411', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '412', 'type': 'identifier', 'children': [], 'value': '_output_writer'}; {'id': '413', 'type': 'expression_statement', 'children': ['414']}; {'id': '414', 'type': 'assignment', 'children': ['415', '416']}; {'id': '415', 'type': 'identifier', 'children': [], 'value': 'storage_reader'}; {'id': '416', 'type': 'call', 'children': ['417', '422']}; {'id': '417', 'type': 'attribute', 'children': ['418', '421']}; {'id': '418', 'type': 'attribute', 'children': ['419', '420']}; {'id': '419', 'type': 'identifier', 'children': [], 'value': 'storage_factory'}; {'id': '420', 'type': 'identifier', 'children': [], 'value': 'StorageFactory'}; {'id': '421', 'type': 'identifier', 'children': [], 'value': 'CreateStorageReaderForFile'}; {'id': '422', 'type': 'argument_list', 'children': ['423']}; {'id': '423', 'type': 'attribute', 'children': ['424', '425']}; {'id': '424', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '425', 'type': 'identifier', 'children': [], 'value': '_storage_file_path'}; {'id': '426', 'type': 'expression_statement', 'children': ['427']}; {'id': '427', 'type': 'call', 'children': ['428', '431']}; {'id': '428', 'type': 'attribute', 'children': ['429', '430']}; {'id': '429', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '430', 'type': 'identifier', 'children': [], 'value': '_PrintAnalysisReportsDetails'}; {'id': '431', 'type': 'argument_list', 'children': ['432']}; {'id': '432', 'type': 'identifier', 'children': [], 'value': 'storage_reader'} | def ProcessStorage(self):
self._CheckStorageFile(self._storage_file_path)
self._status_view.SetMode(self._status_view_mode)
self._status_view.SetStorageFileInformation(self._storage_file_path)
status_update_callback = (
self._status_view.GetAnalysisStatusUpdateCallback())
session = engine.BaseEngine.CreateSession(
command_line_arguments=self._command_line_arguments,
preferred_encoding=self.preferred_encoding)
storage_reader = storage_factory.StorageFactory.CreateStorageReaderForFile(
self._storage_file_path)
if not storage_reader:
logger.error('Format of storage file: {0:s} not supported'.format(
self._storage_file_path))
return
self._number_of_analysis_reports = (
storage_reader.GetNumberOfAnalysisReports())
storage_reader.Close()
configuration = configurations.ProcessingConfiguration()
configuration.data_location = self._data_location
configuration.profiling.directory = self._profiling_directory
configuration.profiling.sample_rate = self._profiling_sample_rate
configuration.profiling.profilers = self._profilers
analysis_counter = None
if self._analysis_plugins:
storage_writer = (
storage_factory.StorageFactory.CreateStorageWriterForFile(
session, self._storage_file_path))
analysis_engine = psort.PsortMultiProcessEngine(
use_zeromq=self._use_zeromq)
analysis_engine.AnalyzeEvents(
self._knowledge_base, storage_writer, self._data_location,
self._analysis_plugins, configuration,
event_filter=self._event_filter,
event_filter_expression=self._event_filter_expression,
status_update_callback=status_update_callback,
worker_memory_limit=self._worker_memory_limit)
analysis_counter = collections.Counter()
for item, value in iter(session.analysis_reports_counter.items()):
analysis_counter[item] = value
if self._output_format != 'null':
storage_reader = (
storage_factory.StorageFactory.CreateStorageReaderForFile(
self._storage_file_path))
analysis_engine = psort.PsortMultiProcessEngine(
use_zeromq=self._use_zeromq)
analysis_engine.ExportEvents(
self._knowledge_base, storage_reader, self._output_module,
configuration, deduplicate_events=self._deduplicate_events,
event_filter=self._event_filter,
status_update_callback=status_update_callback,
time_slice=self._time_slice, use_time_slicer=self._use_time_slicer)
if self._quiet_mode:
return
self._output_writer.Write('Processing completed.\n')
if analysis_counter:
table_view = views.ViewsFactory.GetTableView(
self._views_format_type, title='Analysis reports generated')
for element, count in analysis_counter.most_common():
if element != 'total':
table_view.AddRow([element, count])
table_view.AddRow(['Total', analysis_counter['total']])
table_view.Write(self._output_writer)
storage_reader = storage_factory.StorageFactory.CreateStorageReaderForFile(
self._storage_file_path)
self._PrintAnalysisReportsDetails(storage_reader) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_state'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'best_hyp_indices'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'attribute', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'mx'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'nd'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'NDArray'}; {'id': '13', 'type': 'block', 'children': ['14']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'states'}; {'id': '19', 'type': 'list_comprehension', 'children': ['20', '29']}; {'id': '20', 'type': 'call', 'children': ['21', '26']}; {'id': '21', 'type': 'attribute', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'mx'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'nd'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'take'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'ds'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'best_hyp_indices'}; {'id': '29', 'type': 'for_in_clause', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'ds'}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'states'} | def sort_state(self, best_hyp_indices: mx.nd.NDArray):
self.states = [mx.nd.take(ds, best_hyp_indices) for ds in self.states] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '19', '27']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'rerank'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '15']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'hypotheses'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'generic_type', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'Dict'}; {'id': '10', 'type': 'type_parameter', 'children': ['11', '13']}; {'id': '11', 'type': 'type', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '13', 'type': 'type', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'Any'}; {'id': '15', 'type': 'typed_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'reference'}; {'id': '17', 'type': 'type', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '19', 'type': 'type', 'children': ['20']}; {'id': '20', 'type': 'generic_type', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'Dict'}; {'id': '22', 'type': 'type_parameter', 'children': ['23', '25']}; {'id': '23', 'type': 'type', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '25', 'type': 'type', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'Any'}; {'id': '27', 'type': 'block', 'children': ['28', '44', '65', '75', '92']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'scores'}; {'id': '31', 'type': 'list_comprehension', 'children': ['32', '39']}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'scoring_function'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'hypothesis'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'reference'}; {'id': '39', 'type': 'for_in_clause', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'hypothesis'}; {'id': '41', 'type': 'subscript', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'hypotheses'}; {'id': '43', 'type': 'string', 'children': [], 'value': "'translations'"}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'ranking'}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'subscript', 'children': ['51', '60']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'scores'}; {'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '59', 'type': 'string', 'children': [], 'value': "'mergesort'"}; {'id': '60', 'type': 'slice', 'children': ['61', '62', '63']}; {'id': '61', 'type': 'colon', 'children': []}; {'id': '62', 'type': 'colon', 'children': []}; {'id': '63', 'type': 'unary_operator', 'children': ['64'], 'value': '-'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'reranked_hypotheses'}; {'id': '68', 'type': 'call', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': '_sort_by_ranking'}; {'id': '72', 'type': 'argument_list', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'hypotheses'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'ranking'}; {'id': '75', 'type': 'if_statement', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'return_score'}; {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'assignment', 'children': ['82', '85']}; {'id': '82', 'type': 'subscript', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'reranked_hypotheses'}; {'id': '84', 'type': 'string', 'children': [], 'value': "'scores'"}; {'id': '85', 'type': 'list_comprehension', 'children': ['86', '89']}; {'id': '86', 'type': 'subscript', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'scores'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '89', 'type': 'for_in_clause', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'ranking'}; {'id': '92', 'type': 'return_statement', 'children': ['93']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'reranked_hypotheses'} | def rerank(self, hypotheses: Dict[str, Any], reference: str) -> Dict[str, Any]:
scores = [self.scoring_function(hypothesis, reference) for hypothesis in hypotheses['translations']]
ranking = list(np.argsort(scores, kind='mergesort')[::-1])
reranked_hypotheses = self._sort_by_ranking(hypotheses, ranking)
if self.return_score:
reranked_hypotheses['scores'] = [scores[i] for i in ranking]
return reranked_hypotheses |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '18']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'load'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '9', 'type': 'typed_default_parameter', 'children': ['10', '11', '17']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '11', 'type': 'type', 'children': ['12']}; {'id': '12', 'type': 'generic_type', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'Optional'}; {'id': '14', 'type': 'type_parameter', 'children': ['15']}; {'id': '15', 'type': 'type', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '17', 'type': 'None', 'children': []}; {'id': '18', 'type': 'block', 'children': ['19', '27', '48', '56', '91', '114', '142', '152']}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'load_time_start'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'with_statement', 'children': ['28', '38']}; {'id': '28', 'type': 'with_clause', 'children': ['29']}; {'id': '29', 'type': 'with_item', 'children': ['30']}; {'id': '30', 'type': 'as_pattern', 'children': ['31', '36']}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '33', 'type': 'argument_list', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '35', 'type': 'string', 'children': [], 'value': "'rb'"}; {'id': '36', 'type': 'as_pattern_target', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'inp'}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': '_lex'}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'inp'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'loaded_k'}; {'id': '51', 'type': 'subscript', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': '_lex'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'if_statement', 'children': ['57', '60', '85']}; {'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': 'is'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '59', 'type': 'None', 'children': []}; {'id': '60', 'type': 'block', 'children': ['61', '69']}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'top_k'}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '66', 'type': 'argument_list', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'loaded_k'}; {'id': '69', 'type': 'if_statement', 'children': ['70', '73']}; {'id': '70', 'type': 'comparison_operator', 'children': ['71', '72'], 'value': '>'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'loaded_k'}; {'id': '73', 'type': 'block', 'children': ['74']}; {'id': '74', 'type': 'expression_statement', 'children': ['75']}; {'id': '75', 'type': 'call', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'warning'}; {'id': '79', 'type': 'argument_list', 'children': ['80', '83', '84']}; {'id': '80', 'type': 'concatenated_string', 'children': ['81', '82']}; {'id': '81', 'type': 'string', 'children': [], 'value': '"Can not load top-%d translations from lexicon that "'}; {'id': '82', 'type': 'string', 'children': [], 'value': '"contains at most %d entries per source."'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'loaded_k'}; {'id': '85', 'type': 'else_clause', 'children': ['86']}; {'id': '86', 'type': 'block', 'children': ['87']}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'top_k'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'loaded_k'}; {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '96']}; {'id': '93', 'type': 'attribute', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '96', 'type': 'call', 'children': ['97', '100']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'zeros'}; {'id': '100', 'type': 'argument_list', 'children': ['101', '109']}; {'id': '101', 'type': 'tuple', 'children': ['102', '108']}; {'id': '102', 'type': 'call', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}; {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'vocab_source'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'top_k'}; {'id': '109', 'type': 'keyword_argument', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': '_lex'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '114', 'type': 'for_statement', 'children': ['115', '118', '122']}; {'id': '115', 'type': 'pattern_list', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'src_id'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'trg_ids'}; {'id': '118', 'type': 'call', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': '_lex'}; {'id': '122', 'type': 'block', 'children': ['123']}; {'id': '123', 'type': 'expression_statement', 'children': ['124']}; {'id': '124', 'type': 'assignment', 'children': ['125', '132']}; {'id': '125', 'type': 'subscript', 'children': ['126', '129', '130']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'src_id'}; {'id': '130', 'type': 'slice', 'children': ['131']}; {'id': '131', 'type': 'colon', 'children': []}; {'id': '132', 'type': 'call', 'children': ['133', '136']}; {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '136', 'type': 'argument_list', 'children': ['137']}; {'id': '137', 'type': 'subscript', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'trg_ids'}; {'id': '139', 'type': 'slice', 'children': ['140', '141']}; {'id': '140', 'type': 'colon', 'children': []}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'top_k'}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}; {'id': '143', 'type': 'assignment', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'load_time'}; {'id': '145', 'type': 'binary_operator', 'children': ['146', '151'], 'value': '-'}; {'id': '146', 'type': 'call', 'children': ['147', '150']}; {'id': '147', 'type': 'attribute', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '150', 'type': 'argument_list', 'children': []}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'load_time_start'}; {'id': '152', 'type': 'expression_statement', 'children': ['153']}; {'id': '153', 'type': 'call', 'children': ['154', '157']}; {'id': '154', 'type': 'attribute', 'children': ['155', '156']}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '157', 'type': 'argument_list', 'children': ['158', '159', '160', '161']}; {'id': '158', 'type': 'string', 'children': [], 'value': '"Loaded top-%d lexicon from \\"%s\\" in %.4fs."'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'top_k'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'load_time'} | def load(self, path: str, k: Optional[int] = None):
load_time_start = time.time()
with open(path, 'rb') as inp:
_lex = np.load(inp)
loaded_k = _lex.shape[1]
if k is not None:
top_k = min(k, loaded_k)
if k > loaded_k:
logger.warning("Can not load top-%d translations from lexicon that "
"contains at most %d entries per source.", k, loaded_k)
else:
top_k = loaded_k
self.lex = np.zeros((len(self.vocab_source), top_k), dtype=_lex.dtype)
for src_id, trg_ids in enumerate(_lex):
self.lex[src_id, :] = np.sort(trg_ids[:top_k])
load_time = time.time() - load_time_start
logger.info("Loaded top-%d lexicon from \"%s\" in %.4fs.", top_k, path, load_time) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_trg_ids'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'src_ids'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'ndarray'}; {'id': '11', 'type': 'type', 'children': ['12']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'ndarray'}; {'id': '15', 'type': 'block', 'children': ['16', '29', '57']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'unique_src_ids'}; {'id': '19', 'type': 'call', 'children': ['20', '27']}; {'id': '20', 'type': 'attribute', 'children': ['21', '26']}; {'id': '21', 'type': 'attribute', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'lib'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'arraysetops'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'unique'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'src_ids'}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'trg_ids'}; {'id': '32', 'type': 'call', 'children': ['33', '40']}; {'id': '33', 'type': 'attribute', 'children': ['34', '39']}; {'id': '34', 'type': 'attribute', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'lib'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'arraysetops'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'union1d'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'always_allow'}; {'id': '44', 'type': 'call', 'children': ['45', '54']}; {'id': '45', 'type': 'attribute', 'children': ['46', '53']}; {'id': '46', 'type': 'subscript', 'children': ['47', '50', '51']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'unique_src_ids'}; {'id': '51', 'type': 'slice', 'children': ['52']}; {'id': '52', 'type': 'colon', 'children': []}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'reshape'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'unary_operator', 'children': ['56'], 'value': '-'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '57', 'type': 'return_statement', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'trg_ids'} | def get_trg_ids(self, src_ids: np.ndarray) -> np.ndarray:
unique_src_ids = np.lib.arraysetops.unique(src_ids)
trg_ids = np.lib.arraysetops.union1d(self.always_allow, self.lex[unique_src_ids, :].reshape(-1))
return trg_ids |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'choice'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '6', 'type': 'block', 'children': ['7', '24', '41']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'tree_id'}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '12', 'type': 'argument_list', 'children': ['13', '14', '23']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '14', 'type': 'attribute', 'children': ['15', '22']}; {'id': '15', 'type': 'attribute', 'children': ['16', '21']}; {'id': '16', 'type': 'attribute', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'queryset'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': '_mptt_meta'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'tree_id_attr'}; {'id': '23', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31', '40']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '31', 'type': 'attribute', 'children': ['32', '39']}; {'id': '32', 'type': 'attribute', 'children': ['33', '38']}; {'id': '33', 'type': 'attribute', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'queryset'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': '_mptt_meta'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'left_attr'}; {'id': '40', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '41', 'type': 'return_statement', 'children': ['42']}; {'id': '42', 'type': 'binary_operator', 'children': ['43', '53'], 'value': '+'}; {'id': '43', 'type': 'call', 'children': ['44', '51']}; {'id': '44', 'type': 'attribute', 'children': ['45', '50']}; {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'super'}; {'id': '47', 'type': 'argument_list', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'MPTTModelChoiceIterator'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'choice'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '53', 'type': 'tuple', 'children': ['54']}; {'id': '54', 'type': 'tuple', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'tree_id'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'left'} | def choice(self, obj):
tree_id = getattr(obj, self.queryset.model._mptt_meta.tree_id_attr, 0)
left = getattr(obj, self.queryset.model._mptt_meta.left_attr, 0)
return super(MPTTModelChoiceIterator,
self).choice(obj) + ((tree_id, left),) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_best_dataset_key'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '6', 'type': 'block', 'children': ['7', '61', '110', '165', '212', '259']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '15']}; {'id': '8', 'type': 'boolean_operator', 'children': ['9', '14'], 'value': 'and'}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '13'], 'value': 'is'}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '15', 'type': 'block', 'children': ['16', '41']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'nearest_wl'}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'list_comprehension', 'children': ['23', '32', '35']}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': '_wl_dist'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '32', 'type': 'for_in_clause', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '35', 'type': 'if_clause', 'children': ['36']}; {'id': '36', 'type': 'comparison_operator', 'children': ['37', '40'], 'value': 'is'}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '40', 'type': 'None', 'children': []}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '44', 'type': 'list_comprehension', 'children': ['45', '46', '49']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '46', 'type': 'for_in_clause', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '49', 'type': 'if_clause', 'children': ['50']}; {'id': '50', 'type': 'comparison_operator', 'children': ['51', '60'], 'value': '=='}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': '_wl_dist'}; {'id': '53', 'type': 'argument_list', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'nearest_wl'}; {'id': '61', 'type': 'if_statement', 'children': ['62', '69']}; {'id': '62', 'type': 'boolean_operator', 'children': ['63', '68'], 'value': 'and'}; {'id': '63', 'type': 'comparison_operator', 'children': ['64', '67'], 'value': 'is'}; {'id': '64', 'type': 'attribute', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '67', 'type': 'None', 'children': []}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '69', 'type': 'block', 'children': ['70', '89']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'num_modifiers'}; {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '75', 'type': 'generator_expression', 'children': ['76', '86']}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'boolean_operator', 'children': ['80', '83'], 'value': 'or'}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '83', 'type': 'call', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '85', 'type': 'argument_list', 'children': []}; {'id': '86', 'type': 'for_in_clause', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'assignment', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '92', 'type': 'list_comprehension', 'children': ['93', '94', '97']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '94', 'type': 'for_in_clause', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '97', 'type': 'if_clause', 'children': ['98']}; {'id': '98', 'type': 'comparison_operator', 'children': ['99', '109'], 'value': '=='}; {'id': '99', 'type': 'call', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '101', 'type': 'argument_list', 'children': ['102']}; {'id': '102', 'type': 'boolean_operator', 'children': ['103', '106'], 'value': 'or'}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '106', 'type': 'call', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '108', 'type': 'argument_list', 'children': []}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'num_modifiers'}; {'id': '110', 'type': 'if_statement', 'children': ['111', '118']}; {'id': '111', 'type': 'boolean_operator', 'children': ['112', '117'], 'value': 'and'}; {'id': '112', 'type': 'comparison_operator', 'children': ['113', '116'], 'value': 'is'}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '116', 'type': 'None', 'children': []}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '118', 'type': 'block', 'children': ['119', '133']}; {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'assignment', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'best_cal'}; {'id': '122', 'type': 'list_comprehension', 'children': ['123', '126', '129']}; {'id': '123', 'type': 'attribute', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '126', 'type': 'for_in_clause', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '129', 'type': 'if_clause', 'children': ['130']}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '133', 'type': 'if_statement', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'best_cal'}; {'id': '135', 'type': 'block', 'children': ['136', '151']}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}; {'id': '137', 'type': 'assignment', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'best_cal'}; {'id': '139', 'type': 'call', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '141', 'type': 'argument_list', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'best_cal'}; {'id': '143', 'type': 'keyword_argument', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '145', 'type': 'lambda', 'children': ['146', '148']}; {'id': '146', 'type': 'lambda_parameters', 'children': ['147']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '148', 'type': 'subscript', 'children': ['149', '150']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'CALIBRATION_ORDER'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '151', 'type': 'expression_statement', 'children': ['152']}; {'id': '152', 'type': 'assignment', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '154', 'type': 'list_comprehension', 'children': ['155', '156', '159']}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '156', 'type': 'for_in_clause', 'children': ['157', '158']}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '159', 'type': 'if_clause', 'children': ['160']}; {'id': '160', 'type': 'comparison_operator', 'children': ['161', '164'], 'value': '=='}; {'id': '161', 'type': 'attribute', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'best_cal'}; {'id': '165', 'type': 'if_statement', 'children': ['166', '173']}; {'id': '166', 'type': 'boolean_operator', 'children': ['167', '172'], 'value': 'and'}; {'id': '167', 'type': 'comparison_operator', 'children': ['168', '171'], 'value': 'is'}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '171', 'type': 'None', 'children': []}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '173', 'type': 'block', 'children': ['174', '188']}; {'id': '174', 'type': 'expression_statement', 'children': ['175']}; {'id': '175', 'type': 'assignment', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'low_res'}; {'id': '177', 'type': 'list_comprehension', 'children': ['178', '181', '184']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '181', 'type': 'for_in_clause', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '184', 'type': 'if_clause', 'children': ['185']}; {'id': '185', 'type': 'attribute', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '188', 'type': 'if_statement', 'children': ['189', '190']}; {'id': '189', 'type': 'identifier', 'children': [], 'value': 'low_res'}; {'id': '190', 'type': 'block', 'children': ['191', '198']}; {'id': '191', 'type': 'expression_statement', 'children': ['192']}; {'id': '192', 'type': 'assignment', 'children': ['193', '194']}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'low_res'}; {'id': '194', 'type': 'call', 'children': ['195', '196']}; {'id': '195', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '196', 'type': 'argument_list', 'children': ['197']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'low_res'}; {'id': '198', 'type': 'expression_statement', 'children': ['199']}; {'id': '199', 'type': 'assignment', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '201', 'type': 'list_comprehension', 'children': ['202', '203', '206']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '203', 'type': 'for_in_clause', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '206', 'type': 'if_clause', 'children': ['207']}; {'id': '207', 'type': 'comparison_operator', 'children': ['208', '211'], 'value': '=='}; {'id': '208', 'type': 'attribute', 'children': ['209', '210']}; {'id': '209', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'low_res'}; {'id': '212', 'type': 'if_statement', 'children': ['213', '220']}; {'id': '213', 'type': 'boolean_operator', 'children': ['214', '219'], 'value': 'and'}; {'id': '214', 'type': 'comparison_operator', 'children': ['215', '218'], 'value': 'is'}; {'id': '215', 'type': 'attribute', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '217', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '218', 'type': 'None', 'children': []}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '220', 'type': 'block', 'children': ['221', '235']}; {'id': '221', 'type': 'expression_statement', 'children': ['222']}; {'id': '222', 'type': 'assignment', 'children': ['223', '224']}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'low_level'}; {'id': '224', 'type': 'list_comprehension', 'children': ['225', '228', '231']}; {'id': '225', 'type': 'attribute', 'children': ['226', '227']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '227', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '228', 'type': 'for_in_clause', 'children': ['229', '230']}; {'id': '229', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '231', 'type': 'if_clause', 'children': ['232']}; {'id': '232', 'type': 'attribute', 'children': ['233', '234']}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '235', 'type': 'if_statement', 'children': ['236', '237']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'low_level'}; {'id': '237', 'type': 'block', 'children': ['238', '245']}; {'id': '238', 'type': 'expression_statement', 'children': ['239']}; {'id': '239', 'type': 'assignment', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'low_level'}; {'id': '241', 'type': 'call', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '243', 'type': 'argument_list', 'children': ['244']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'low_level'}; {'id': '245', 'type': 'expression_statement', 'children': ['246']}; {'id': '246', 'type': 'assignment', 'children': ['247', '248']}; {'id': '247', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '248', 'type': 'list_comprehension', 'children': ['249', '250', '253']}; {'id': '249', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '250', 'type': 'for_in_clause', 'children': ['251', '252']}; {'id': '251', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'choices'}; {'id': '253', 'type': 'if_clause', 'children': ['254']}; {'id': '254', 'type': 'comparison_operator', 'children': ['255', '258'], 'value': '=='}; {'id': '255', 'type': 'attribute', 'children': ['256', '257']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '257', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'low_level'}; {'id': '259', 'type': 'return_statement', 'children': ['260']}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'choices'} | def get_best_dataset_key(key, choices):
if key.wavelength is not None and choices:
nearest_wl = min([_wl_dist(key.wavelength, x.wavelength)
for x in choices if x.wavelength is not None])
choices = [c for c in choices
if _wl_dist(key.wavelength, c.wavelength) == nearest_wl]
if key.modifiers is None and choices:
num_modifiers = min(len(x.modifiers or tuple()) for x in choices)
choices = [c for c in choices if len(
c.modifiers or tuple()) == num_modifiers]
if key.calibration is None and choices:
best_cal = [x.calibration for x in choices if x.calibration]
if best_cal:
best_cal = min(best_cal, key=lambda x: CALIBRATION_ORDER[x])
choices = [c for c in choices if c.calibration == best_cal]
if key.resolution is None and choices:
low_res = [x.resolution for x in choices if x.resolution]
if low_res:
low_res = min(low_res)
choices = [c for c in choices if c.resolution == low_res]
if key.level is None and choices:
low_level = [x.level for x in choices if x.level]
if low_level:
low_level = max(low_level)
choices = [c for c in choices if c.level == low_level]
return choices |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '27']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_key'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15', '18', '21', '24']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key_container'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'num_results'}; {'id': '8', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'best'}; {'id': '11', 'type': 'True', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'default_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '17', 'type': 'None', 'children': []}; {'id': '18', 'type': 'default_parameter', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '20', 'type': 'None', 'children': []}; {'id': '21', 'type': 'default_parameter', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '23', 'type': 'None', 'children': []}; {'id': '24', 'type': 'default_parameter', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '26', 'type': 'None', 'children': []}; {'id': '27', 'type': 'block', 'children': ['28', '98', '106', '146', '186', '226', '266', '291', '302']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '36', '49', '72']}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'Number'}; {'id': '36', 'type': 'block', 'children': ['37']}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'DatasetID'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '46']}; {'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'wavelength'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '48', 'type': 'None', 'children': []}; {'id': '49', 'type': 'elif_clause', 'children': ['50', '59']}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '54', 'type': 'tuple', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'text_type'}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'DatasetID'}; {'id': '65', 'type': 'argument_list', 'children': ['66', '69']}; {'id': '66', 'type': 'keyword_argument', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '71', 'type': 'None', 'children': []}; {'id': '72', 'type': 'elif_clause', 'children': ['73', '79']}; {'id': '73', 'type': 'not_operator', 'children': ['74']}; {'id': '74', 'type': 'call', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '76', 'type': 'argument_list', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'DatasetID'}; {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'raise_statement', 'children': ['81']}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'call', 'children': ['85', '90']}; {'id': '85', 'type': 'attribute', 'children': ['86', '89']}; {'id': '86', 'type': 'concatenated_string', 'children': ['87', '88']}; {'id': '87', 'type': 'string', 'children': [], 'value': '"Expected \'DatasetID\', str, or number dict key, "'}; {'id': '88', 'type': 'string', 'children': [], 'value': '"not {}"'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'call', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'call', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '96', 'type': 'argument_list', 'children': ['97']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'filter_keys_by_dataset_id'}; {'id': '103', 'type': 'argument_list', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'key_container'}; {'id': '106', 'type': 'if_statement', 'children': ['107', '110']}; {'id': '107', 'type': 'comparison_operator', 'children': ['108', '109'], 'value': 'is'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '109', 'type': 'None', 'children': []}; {'id': '110', 'type': 'block', 'children': ['111', '126']}; {'id': '111', 'type': 'if_statement', 'children': ['112', '120']}; {'id': '112', 'type': 'not_operator', 'children': ['113']}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '117', 'type': 'tuple', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '120', 'type': 'block', 'children': ['121']}; {'id': '121', 'type': 'expression_statement', 'children': ['122']}; {'id': '122', 'type': 'assignment', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '124', 'type': 'tuple', 'children': ['125']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '126', 'type': 'expression_statement', 'children': ['127']}; {'id': '127', 'type': 'assignment', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '129', 'type': 'list_comprehension', 'children': ['130', '131', '134']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '131', 'type': 'for_in_clause', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '134', 'type': 'if_clause', 'children': ['135']}; {'id': '135', 'type': 'boolean_operator', 'children': ['136', '141'], 'value': 'and'}; {'id': '136', 'type': 'comparison_operator', 'children': ['137', '140'], 'value': 'is'}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '140', 'type': 'None', 'children': []}; {'id': '141', 'type': 'comparison_operator', 'children': ['142', '145'], 'value': 'in'}; {'id': '142', 'type': 'attribute', 'children': ['143', '144']}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'resolution'}; {'id': '146', 'type': 'if_statement', 'children': ['147', '150']}; {'id': '147', 'type': 'comparison_operator', 'children': ['148', '149'], 'value': 'is'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '149', 'type': 'None', 'children': []}; {'id': '150', 'type': 'block', 'children': ['151', '166']}; {'id': '151', 'type': 'if_statement', 'children': ['152', '160']}; {'id': '152', 'type': 'not_operator', 'children': ['153']}; {'id': '153', 'type': 'call', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '155', 'type': 'argument_list', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '157', 'type': 'tuple', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '160', 'type': 'block', 'children': ['161']}; {'id': '161', 'type': 'expression_statement', 'children': ['162']}; {'id': '162', 'type': 'assignment', 'children': ['163', '164']}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '164', 'type': 'tuple', 'children': ['165']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}; {'id': '167', 'type': 'assignment', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '169', 'type': 'list_comprehension', 'children': ['170', '171', '174']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '171', 'type': 'for_in_clause', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '174', 'type': 'if_clause', 'children': ['175']}; {'id': '175', 'type': 'boolean_operator', 'children': ['176', '181'], 'value': 'and'}; {'id': '176', 'type': 'comparison_operator', 'children': ['177', '180'], 'value': 'is'}; {'id': '177', 'type': 'attribute', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '180', 'type': 'None', 'children': []}; {'id': '181', 'type': 'comparison_operator', 'children': ['182', '185'], 'value': 'in'}; {'id': '182', 'type': 'attribute', 'children': ['183', '184']}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'polarization'}; {'id': '186', 'type': 'if_statement', 'children': ['187', '190']}; {'id': '187', 'type': 'comparison_operator', 'children': ['188', '189'], 'value': 'is'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '189', 'type': 'None', 'children': []}; {'id': '190', 'type': 'block', 'children': ['191', '206']}; {'id': '191', 'type': 'if_statement', 'children': ['192', '200']}; {'id': '192', 'type': 'not_operator', 'children': ['193']}; {'id': '193', 'type': 'call', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '195', 'type': 'argument_list', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '197', 'type': 'tuple', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '199', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '200', 'type': 'block', 'children': ['201']}; {'id': '201', 'type': 'expression_statement', 'children': ['202']}; {'id': '202', 'type': 'assignment', 'children': ['203', '204']}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '204', 'type': 'tuple', 'children': ['205']}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '206', 'type': 'expression_statement', 'children': ['207']}; {'id': '207', 'type': 'assignment', 'children': ['208', '209']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '209', 'type': 'list_comprehension', 'children': ['210', '211', '214']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '211', 'type': 'for_in_clause', 'children': ['212', '213']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '214', 'type': 'if_clause', 'children': ['215']}; {'id': '215', 'type': 'boolean_operator', 'children': ['216', '221'], 'value': 'and'}; {'id': '216', 'type': 'comparison_operator', 'children': ['217', '220'], 'value': 'is'}; {'id': '217', 'type': 'attribute', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '220', 'type': 'None', 'children': []}; {'id': '221', 'type': 'comparison_operator', 'children': ['222', '225'], 'value': 'in'}; {'id': '222', 'type': 'attribute', 'children': ['223', '224']}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '225', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '226', 'type': 'if_statement', 'children': ['227', '230']}; {'id': '227', 'type': 'comparison_operator', 'children': ['228', '229'], 'value': 'is'}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '229', 'type': 'None', 'children': []}; {'id': '230', 'type': 'block', 'children': ['231', '246']}; {'id': '231', 'type': 'if_statement', 'children': ['232', '240']}; {'id': '232', 'type': 'not_operator', 'children': ['233']}; {'id': '233', 'type': 'call', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '235', 'type': 'argument_list', 'children': ['236', '237']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '237', 'type': 'tuple', 'children': ['238', '239']}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '239', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '240', 'type': 'block', 'children': ['241']}; {'id': '241', 'type': 'expression_statement', 'children': ['242']}; {'id': '242', 'type': 'assignment', 'children': ['243', '244']}; {'id': '243', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '244', 'type': 'tuple', 'children': ['245']}; {'id': '245', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '246', 'type': 'expression_statement', 'children': ['247']}; {'id': '247', 'type': 'assignment', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '249', 'type': 'list_comprehension', 'children': ['250', '251', '254']}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '251', 'type': 'for_in_clause', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '254', 'type': 'if_clause', 'children': ['255']}; {'id': '255', 'type': 'boolean_operator', 'children': ['256', '261'], 'value': 'and'}; {'id': '256', 'type': 'comparison_operator', 'children': ['257', '260'], 'value': 'is'}; {'id': '257', 'type': 'attribute', 'children': ['258', '259']}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '259', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '260', 'type': 'None', 'children': []}; {'id': '261', 'type': 'comparison_operator', 'children': ['262', '265'], 'value': 'in'}; {'id': '262', 'type': 'attribute', 'children': ['263', '264']}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '265', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '266', 'type': 'if_statement', 'children': ['267', '270']}; {'id': '267', 'type': 'comparison_operator', 'children': ['268', '269'], 'value': 'is'}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '269', 'type': 'None', 'children': []}; {'id': '270', 'type': 'block', 'children': ['271']}; {'id': '271', 'type': 'expression_statement', 'children': ['272']}; {'id': '272', 'type': 'assignment', 'children': ['273', '274']}; {'id': '273', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '274', 'type': 'list_comprehension', 'children': ['275', '276', '279']}; {'id': '275', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '276', 'type': 'for_in_clause', 'children': ['277', '278']}; {'id': '277', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '279', 'type': 'if_clause', 'children': ['280']}; {'id': '280', 'type': 'boolean_operator', 'children': ['281', '286'], 'value': 'and'}; {'id': '281', 'type': 'comparison_operator', 'children': ['282', '285'], 'value': 'is'}; {'id': '282', 'type': 'attribute', 'children': ['283', '284']}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '285', 'type': 'None', 'children': []}; {'id': '286', 'type': 'comparison_operator', 'children': ['287', '290'], 'value': '=='}; {'id': '287', 'type': 'attribute', 'children': ['288', '289']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '289', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'modifiers'}; {'id': '291', 'type': 'if_statement', 'children': ['292', '293']}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'best'}; {'id': '293', 'type': 'block', 'children': ['294']}; {'id': '294', 'type': 'expression_statement', 'children': ['295']}; {'id': '295', 'type': 'assignment', 'children': ['296', '297']}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '297', 'type': 'call', 'children': ['298', '299']}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'get_best_dataset_key'}; {'id': '299', 'type': 'argument_list', 'children': ['300', '301']}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '301', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '302', 'type': 'if_statement', 'children': ['303', '309', '323', '348', '357', '364']}; {'id': '303', 'type': 'boolean_operator', 'children': ['304', '307'], 'value': 'and'}; {'id': '304', 'type': 'comparison_operator', 'children': ['305', '306'], 'value': '=='}; {'id': '305', 'type': 'identifier', 'children': [], 'value': 'num_results'}; {'id': '306', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '307', 'type': 'not_operator', 'children': ['308']}; {'id': '308', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '309', 'type': 'block', 'children': ['310']}; {'id': '310', 'type': 'raise_statement', 'children': ['311']}; {'id': '311', 'type': 'call', 'children': ['312', '313']}; {'id': '312', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '313', 'type': 'argument_list', 'children': ['314']}; {'id': '314', 'type': 'call', 'children': ['315', '318']}; {'id': '315', 'type': 'attribute', 'children': ['316', '317']}; {'id': '316', 'type': 'string', 'children': [], 'value': '"No dataset matching \'{}\' found"'}; {'id': '317', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '318', 'type': 'argument_list', 'children': ['319']}; {'id': '319', 'type': 'call', 'children': ['320', '321']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '321', 'type': 'argument_list', 'children': ['322']}; {'id': '322', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '323', 'type': 'elif_clause', 'children': ['324', '334']}; {'id': '324', 'type': 'boolean_operator', 'children': ['325', '328'], 'value': 'and'}; {'id': '325', 'type': 'comparison_operator', 'children': ['326', '327'], 'value': '=='}; {'id': '326', 'type': 'identifier', 'children': [], 'value': 'num_results'}; {'id': '327', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '328', 'type': 'comparison_operator', 'children': ['329', '333'], 'value': '!='}; {'id': '329', 'type': 'call', 'children': ['330', '331']}; {'id': '330', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '331', 'type': 'argument_list', 'children': ['332']}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '333', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '334', 'type': 'block', 'children': ['335']}; {'id': '335', 'type': 'raise_statement', 'children': ['336']}; {'id': '336', 'type': 'call', 'children': ['337', '338']}; {'id': '337', 'type': 'identifier', 'children': [], 'value': 'TooManyResults'}; {'id': '338', 'type': 'argument_list', 'children': ['339']}; {'id': '339', 'type': 'call', 'children': ['340', '343']}; {'id': '340', 'type': 'attribute', 'children': ['341', '342']}; {'id': '341', 'type': 'string', 'children': [], 'value': '"No unique dataset matching {}"'}; {'id': '342', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '343', 'type': 'argument_list', 'children': ['344']}; {'id': '344', 'type': 'call', 'children': ['345', '346']}; {'id': '345', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '346', 'type': 'argument_list', 'children': ['347']}; {'id': '347', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '348', 'type': 'elif_clause', 'children': ['349', '352']}; {'id': '349', 'type': 'comparison_operator', 'children': ['350', '351'], 'value': '=='}; {'id': '350', 'type': 'identifier', 'children': [], 'value': 'num_results'}; {'id': '351', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '352', 'type': 'block', 'children': ['353']}; {'id': '353', 'type': 'return_statement', 'children': ['354']}; {'id': '354', 'type': 'subscript', 'children': ['355', '356']}; {'id': '355', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '356', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '357', 'type': 'elif_clause', 'children': ['358', '361']}; {'id': '358', 'type': 'comparison_operator', 'children': ['359', '360'], 'value': '=='}; {'id': '359', 'type': 'identifier', 'children': [], 'value': 'num_results'}; {'id': '360', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '361', 'type': 'block', 'children': ['362']}; {'id': '362', 'type': 'return_statement', 'children': ['363']}; {'id': '363', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '364', 'type': 'else_clause', 'children': ['365']}; {'id': '365', 'type': 'block', 'children': ['366']}; {'id': '366', 'type': 'return_statement', 'children': ['367']}; {'id': '367', 'type': 'subscript', 'children': ['368', '369']}; {'id': '368', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '369', 'type': 'slice', 'children': ['370', '371']}; {'id': '370', 'type': 'colon', 'children': []}; {'id': '371', 'type': 'identifier', 'children': [], 'value': 'num_results'} | def get_key(key, key_container, num_results=1, best=True,
resolution=None, calibration=None, polarization=None,
level=None, modifiers=None):
if isinstance(key, numbers.Number):
key = DatasetID(wavelength=key, modifiers=None)
elif isinstance(key, (str, six.text_type)):
key = DatasetID(name=key, modifiers=None)
elif not isinstance(key, DatasetID):
raise ValueError("Expected 'DatasetID', str, or number dict key, "
"not {}".format(str(type(key))))
res = filter_keys_by_dataset_id(key, key_container)
if resolution is not None:
if not isinstance(resolution, (list, tuple)):
resolution = (resolution, )
res = [k for k in res
if k.resolution is not None and k.resolution in resolution]
if polarization is not None:
if not isinstance(polarization, (list, tuple)):
polarization = (polarization, )
res = [k for k in res
if k.polarization is not None and k.polarization in
polarization]
if calibration is not None:
if not isinstance(calibration, (list, tuple)):
calibration = (calibration, )
res = [k for k in res
if k.calibration is not None and k.calibration in calibration]
if level is not None:
if not isinstance(level, (list, tuple)):
level = (level, )
res = [k for k in res
if k.level is not None and k.level in level]
if modifiers is not None:
res = [k for k in res
if k.modifiers is not None and k.modifiers == modifiers]
if best:
res = get_best_dataset_key(key, res)
if num_results == 1 and not res:
raise KeyError("No dataset matching '{}' found".format(str(key)))
elif num_results == 1 and len(res) != 1:
raise TooManyResults("No unique dataset matching {}".format(str(key)))
elif num_results == 1:
return res[0]
elif num_results == 0:
return res
else:
return res[:num_results] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '20']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'group_files'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'files_to_sort'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'time_threshold'}; {'id': '10', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'group_keys'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'ppp_config_dir'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'reader_kwargs'}; {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'block', 'children': ['21', '46', '52', '65', '71', '115', '133', '137', '183', '187', '196', '200', '318', '325']}; {'id': '21', 'type': 'if_statement', 'children': ['22', '25', '31']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '24', 'type': 'None', 'children': []}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"\'reader\' keyword argument is required."'}; {'id': '31', 'type': 'elif_clause', 'children': ['32', '40']}; {'id': '32', 'type': 'not_operator', 'children': ['33']}; {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '35', 'type': 'argument_list', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '37', 'type': 'tuple', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '44', 'type': 'list', 'children': ['45'], 'value': '[reader]'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'assignment', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '49', 'type': 'subscript', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '51', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'reader_configs'}; {'id': '55', 'type': 'subscript', 'children': ['56', '64']}; {'id': '56', 'type': 'call', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'configs_for_reader'}; {'id': '61', 'type': 'argument_list', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'ppp_config_dir'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'reader_kwargs'}; {'id': '68', 'type': 'boolean_operator', 'children': ['69', '70'], 'value': 'or'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'reader_kwargs'}; {'id': '70', 'type': 'dictionary', 'children': []}; {'id': '71', 'type': 'try_statement', 'children': ['72', '82']}; {'id': '72', 'type': 'block', 'children': ['73']}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'reader_instance'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'load_reader'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'reader_configs'}; {'id': '80', 'type': 'dictionary_splat', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'reader_kwargs'}; {'id': '82', 'type': 'except_clause', 'children': ['83', '92']}; {'id': '83', 'type': 'as_pattern', 'children': ['84', '90']}; {'id': '84', 'type': 'tuple', 'children': ['85', '86', '87']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'IOError'}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'yaml'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'YAMLError'}; {'id': '90', 'type': 'as_pattern_target', 'children': ['91']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'err'}; {'id': '92', 'type': 'block', 'children': ['93', '104', '114']}; {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'call', 'children': ['95', '98']}; {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'LOG'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '98', 'type': 'argument_list', 'children': ['99', '100']}; {'id': '99', 'type': 'string', 'children': [], 'value': "'Cannot use %s'"}; {'id': '100', 'type': 'call', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'reader_configs'}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}; {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'LOG'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'err'}; {'id': '114', 'type': 'raise_statement', 'children': []}; {'id': '115', 'type': 'if_statement', 'children': ['116', '119']}; {'id': '116', 'type': 'comparison_operator', 'children': ['117', '118'], 'value': 'is'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'group_keys'}; {'id': '118', 'type': 'None', 'children': []}; {'id': '119', 'type': 'block', 'children': ['120']}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}; {'id': '121', 'type': 'assignment', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'group_keys'}; {'id': '123', 'type': 'call', 'children': ['124', '129']}; {'id': '124', 'type': 'attribute', 'children': ['125', '128']}; {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'reader_instance'}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '129', 'type': 'argument_list', 'children': ['130', '131']}; {'id': '130', 'type': 'string', 'children': [], 'value': "'group_keys'"}; {'id': '131', 'type': 'tuple', 'children': ['132']}; {'id': '132', 'type': 'string', 'children': [], 'value': "'start_time'"}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'assignment', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'file_keys'}; {'id': '136', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '137', 'type': 'for_statement', 'children': ['138', '141', '146']}; {'id': '138', 'type': 'pattern_list', 'children': ['139', '140']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'filetype'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'filetype_info'}; {'id': '141', 'type': 'call', 'children': ['142', '145']}; {'id': '142', 'type': 'attribute', 'children': ['143', '144']}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'reader_instance'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'sorted_filetype_items'}; {'id': '145', 'type': 'argument_list', 'children': []}; {'id': '146', 'type': 'block', 'children': ['147']}; {'id': '147', 'type': 'for_statement', 'children': ['148', '151', '158']}; {'id': '148', 'type': 'pattern_list', 'children': ['149', '150']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'file_info'}; {'id': '151', 'type': 'call', 'children': ['152', '155']}; {'id': '152', 'type': 'attribute', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'reader_instance'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'filename_items_for_filetype'}; {'id': '155', 'type': 'argument_list', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'files_to_sort'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'filetype_info'}; {'id': '158', 'type': 'block', 'children': ['159', '174']}; {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'assignment', 'children': ['161', '162']}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'group_key'}; {'id': '162', 'type': 'call', 'children': ['163', '164']}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '164', 'type': 'generator_expression', 'children': ['165', '171']}; {'id': '165', 'type': 'call', 'children': ['166', '169']}; {'id': '166', 'type': 'attribute', 'children': ['167', '168']}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'file_info'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '169', 'type': 'argument_list', 'children': ['170']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '171', 'type': 'for_in_clause', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'group_keys'}; {'id': '174', 'type': 'expression_statement', 'children': ['175']}; {'id': '175', 'type': 'call', 'children': ['176', '179']}; {'id': '176', 'type': 'attribute', 'children': ['177', '178']}; {'id': '177', 'type': 'identifier', 'children': [], 'value': 'file_keys'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '179', 'type': 'argument_list', 'children': ['180']}; {'id': '180', 'type': 'tuple', 'children': ['181', '182']}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'group_key'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '183', 'type': 'expression_statement', 'children': ['184']}; {'id': '184', 'type': 'assignment', 'children': ['185', '186']}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '186', 'type': 'None', 'children': []}; {'id': '187', 'type': 'expression_statement', 'children': ['188']}; {'id': '188', 'type': 'assignment', 'children': ['189', '190']}; {'id': '189', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '190', 'type': 'call', 'children': ['191', '192']}; {'id': '191', 'type': 'identifier', 'children': [], 'value': 'timedelta'}; {'id': '192', 'type': 'argument_list', 'children': ['193']}; {'id': '193', 'type': 'keyword_argument', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'seconds'}; {'id': '195', 'type': 'identifier', 'children': [], 'value': 'time_threshold'}; {'id': '196', 'type': 'expression_statement', 'children': ['197']}; {'id': '197', 'type': 'assignment', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'file_groups'}; {'id': '199', 'type': 'dictionary', 'children': []}; {'id': '200', 'type': 'for_statement', 'children': ['201', '204', '208']}; {'id': '201', 'type': 'pattern_list', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '204', 'type': 'call', 'children': ['205', '206']}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '206', 'type': 'argument_list', 'children': ['207']}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'file_keys'}; {'id': '208', 'type': 'block', 'children': ['209', '256', '288']}; {'id': '209', 'type': 'if_statement', 'children': ['210', '213', '222', '244']}; {'id': '210', 'type': 'comparison_operator', 'children': ['211', '212'], 'value': 'is'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '212', 'type': 'None', 'children': []}; {'id': '213', 'type': 'block', 'children': ['214', '218']}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}; {'id': '215', 'type': 'assignment', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'is_new_group'}; {'id': '217', 'type': 'True', 'children': []}; {'id': '218', 'type': 'expression_statement', 'children': ['219']}; {'id': '219', 'type': 'assignment', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '221', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '222', 'type': 'elif_clause', 'children': ['223', '230']}; {'id': '223', 'type': 'call', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '225', 'type': 'argument_list', 'children': ['226', '229']}; {'id': '226', 'type': 'subscript', 'children': ['227', '228']}; {'id': '227', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '228', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '229', 'type': 'identifier', 'children': [], 'value': 'datetime'}; {'id': '230', 'type': 'block', 'children': ['231']}; {'id': '231', 'type': 'expression_statement', 'children': ['232']}; {'id': '232', 'type': 'assignment', 'children': ['233', '234']}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'is_new_group'}; {'id': '234', 'type': 'comparison_operator', 'children': ['235', '243'], 'value': '>'}; {'id': '235', 'type': '()', 'children': ['236']}; {'id': '236', 'type': 'binary_operator', 'children': ['237', '240'], 'value': '-'}; {'id': '237', 'type': 'subscript', 'children': ['238', '239']}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '239', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '240', 'type': 'subscript', 'children': ['241', '242']}; {'id': '241', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '242', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '243', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '244', 'type': 'else_clause', 'children': ['245']}; {'id': '245', 'type': 'block', 'children': ['246']}; {'id': '246', 'type': 'expression_statement', 'children': ['247']}; {'id': '247', 'type': 'assignment', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'is_new_group'}; {'id': '249', 'type': 'comparison_operator', 'children': ['250', '253'], 'value': '!='}; {'id': '250', 'type': 'subscript', 'children': ['251', '252']}; {'id': '251', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '252', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '253', 'type': 'subscript', 'children': ['254', '255']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '255', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '256', 'type': 'expression_statement', 'children': ['257']}; {'id': '257', 'type': 'assignment', 'children': ['258', '259']}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'vals_not_equal'}; {'id': '259', 'type': 'generator_expression', 'children': ['260', '263', '280']}; {'id': '260', 'type': 'comparison_operator', 'children': ['261', '262'], 'value': '!='}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'this_val'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'prev_val'}; {'id': '263', 'type': 'for_in_clause', 'children': ['264', '267']}; {'id': '264', 'type': 'pattern_list', 'children': ['265', '266']}; {'id': '265', 'type': 'identifier', 'children': [], 'value': 'this_val'}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'prev_val'}; {'id': '267', 'type': 'call', 'children': ['268', '269']}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '269', 'type': 'argument_list', 'children': ['270', '275']}; {'id': '270', 'type': 'subscript', 'children': ['271', '272']}; {'id': '271', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '272', 'type': 'slice', 'children': ['273', '274']}; {'id': '273', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '274', 'type': 'colon', 'children': []}; {'id': '275', 'type': 'subscript', 'children': ['276', '277']}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '277', 'type': 'slice', 'children': ['278', '279']}; {'id': '278', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '279', 'type': 'colon', 'children': []}; {'id': '280', 'type': 'if_clause', 'children': ['281']}; {'id': '281', 'type': 'boolean_operator', 'children': ['282', '285'], 'value': 'and'}; {'id': '282', 'type': 'comparison_operator', 'children': ['283', '284'], 'value': 'is'}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'this_val'}; {'id': '284', 'type': 'None', 'children': []}; {'id': '285', 'type': 'comparison_operator', 'children': ['286', '287'], 'value': 'is'}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'prev_val'}; {'id': '287', 'type': 'None', 'children': []}; {'id': '288', 'type': 'if_statement', 'children': ['289', '295', '307']}; {'id': '289', 'type': 'boolean_operator', 'children': ['290', '291'], 'value': 'or'}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'is_new_group'}; {'id': '291', 'type': 'call', 'children': ['292', '293']}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '293', 'type': 'argument_list', 'children': ['294']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'vals_not_equal'}; {'id': '295', 'type': 'block', 'children': ['296', '303']}; {'id': '296', 'type': 'expression_statement', 'children': ['297']}; {'id': '297', 'type': 'assignment', 'children': ['298', '301']}; {'id': '298', 'type': 'subscript', 'children': ['299', '300']}; {'id': '299', 'type': 'identifier', 'children': [], 'value': 'file_groups'}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '301', 'type': 'list', 'children': ['302'], 'value': '[f]'}; {'id': '302', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '303', 'type': 'expression_statement', 'children': ['304']}; {'id': '304', 'type': 'assignment', 'children': ['305', '306']}; {'id': '305', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '306', 'type': 'identifier', 'children': [], 'value': 'gk'}; {'id': '307', 'type': 'else_clause', 'children': ['308']}; {'id': '308', 'type': 'block', 'children': ['309']}; {'id': '309', 'type': 'expression_statement', 'children': ['310']}; {'id': '310', 'type': 'call', 'children': ['311', '316']}; {'id': '311', 'type': 'attribute', 'children': ['312', '315']}; {'id': '312', 'type': 'subscript', 'children': ['313', '314']}; {'id': '313', 'type': 'identifier', 'children': [], 'value': 'file_groups'}; {'id': '314', 'type': 'identifier', 'children': [], 'value': 'prev_key'}; {'id': '315', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '316', 'type': 'argument_list', 'children': ['317']}; {'id': '317', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '318', 'type': 'expression_statement', 'children': ['319']}; {'id': '319', 'type': 'assignment', 'children': ['320', '321']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'sorted_group_keys'}; {'id': '321', 'type': 'call', 'children': ['322', '323']}; {'id': '322', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '323', 'type': 'argument_list', 'children': ['324']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'file_groups'}; {'id': '325', 'type': 'return_statement', 'children': ['326']}; {'id': '326', 'type': 'list_comprehension', 'children': ['327', '333']}; {'id': '327', 'type': 'dictionary', 'children': ['328']}; {'id': '328', 'type': 'pair', 'children': ['329', '330']}; {'id': '329', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '330', 'type': 'subscript', 'children': ['331', '332']}; {'id': '331', 'type': 'identifier', 'children': [], 'value': 'file_groups'}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'group_key'}; {'id': '333', 'type': 'for_in_clause', 'children': ['334', '335']}; {'id': '334', 'type': 'identifier', 'children': [], 'value': 'group_key'}; {'id': '335', 'type': 'identifier', 'children': [], 'value': 'sorted_group_keys'} | def group_files(files_to_sort, reader=None, time_threshold=10,
group_keys=None, ppp_config_dir=None, reader_kwargs=None):
if reader is None:
raise ValueError("'reader' keyword argument is required.")
elif not isinstance(reader, (list, tuple)):
reader = [reader]
reader = reader[0]
reader_configs = list(configs_for_reader(reader, ppp_config_dir))[0]
reader_kwargs = reader_kwargs or {}
try:
reader_instance = load_reader(reader_configs, **reader_kwargs)
except (KeyError, IOError, yaml.YAMLError) as err:
LOG.info('Cannot use %s', str(reader_configs))
LOG.debug(str(err))
raise
if group_keys is None:
group_keys = reader_instance.info.get('group_keys', ('start_time',))
file_keys = []
for filetype, filetype_info in reader_instance.sorted_filetype_items():
for f, file_info in reader_instance.filename_items_for_filetype(files_to_sort, filetype_info):
group_key = tuple(file_info.get(k) for k in group_keys)
file_keys.append((group_key, f))
prev_key = None
threshold = timedelta(seconds=time_threshold)
file_groups = {}
for gk, f in sorted(file_keys):
if prev_key is None:
is_new_group = True
prev_key = gk
elif isinstance(gk[0], datetime):
is_new_group = (gk[0] - prev_key[0]) > threshold
else:
is_new_group = gk[0] != prev_key[0]
vals_not_equal = (this_val != prev_val for this_val, prev_val in zip(gk[1:], prev_key[1:])
if this_val is not None and prev_val is not None)
if is_new_group or any(vals_not_equal):
file_groups[gk] = [f]
prev_key = gk
else:
file_groups[prev_key].append(f)
sorted_group_keys = sorted(file_groups)
return [{reader: file_groups[group_key]} for group_key in sorted_group_keys] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_filetype_items'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '25']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'processed_types'}; {'id': '9', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'file_type_items'}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'deque'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '24']}; {'id': '17', 'type': 'attribute', 'children': ['18', '23']}; {'id': '18', 'type': 'subscript', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'file_types'"}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '24', 'type': 'argument_list', 'children': []}; {'id': '25', 'type': 'while_statement', 'children': ['26', '30']}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'file_type_items'}; {'id': '30', 'type': 'block', 'children': ['31', '41', '50', '80', '87']}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '36']}; {'id': '33', 'type': 'pattern_list', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'filetype'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'filetype_info'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'file_type_items'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'popleft'}; {'id': '40', 'type': 'argument_list', 'children': []}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'requirements'}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'filetype_info'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'string', 'children': [], 'value': "'requires'"}; {'id': '50', 'type': 'if_statement', 'children': ['51', '54']}; {'id': '51', 'type': 'comparison_operator', 'children': ['52', '53'], 'value': 'is'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'requirements'}; {'id': '53', 'type': 'None', 'children': []}; {'id': '54', 'type': 'block', 'children': ['55', '67']}; {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'assignment', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'missing'}; {'id': '58', 'type': 'list_comprehension', 'children': ['59', '60', '63']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'req'}; {'id': '60', 'type': 'for_in_clause', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'req'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'requirements'}; {'id': '63', 'type': 'if_clause', 'children': ['64']}; {'id': '64', 'type': 'comparison_operator', 'children': ['65', '66'], 'value': 'not'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'req'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'processed_types'}; {'id': '67', 'type': 'if_statement', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'missing'}; {'id': '69', 'type': 'block', 'children': ['70', '79']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'file_type_items'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'tuple', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'filetype'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'filetype_info'}; {'id': '79', 'type': 'continue_statement', 'children': []}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'processed_types'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'filetype'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'yield', 'children': ['89']}; {'id': '89', 'type': 'expression_list', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'filetype'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'filetype_info'} | def sorted_filetype_items(self):
processed_types = []
file_type_items = deque(self.config['file_types'].items())
while len(file_type_items):
filetype, filetype_info = file_type_items.popleft()
requirements = filetype_info.get('requires')
if requirements is not None:
missing = [req for req in requirements
if req not in processed_types]
if missing:
file_type_items.append((filetype, filetype_info))
continue
processed_types.append(filetype)
yield filetype, filetype_info |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'combine_hashes'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'hashes'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '33']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'hasher'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'sha1'}; {'id': '11', 'type': 'argument_list', 'children': []}; {'id': '12', 'type': 'for_statement', 'children': ['13', '14', '18']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'hashes'}; {'id': '18', 'type': 'block', 'children': ['19', '26']}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'ensure_binary'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'hasher'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'update'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '33', 'type': 'return_statement', 'children': ['34']}; {'id': '34', 'type': 'conditional_expression', 'children': ['35', '40', '41'], 'value': 'if'}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'hasher'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'hexdigest'}; {'id': '39', 'type': 'argument_list', 'children': []}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'PY3'}; {'id': '41', 'type': 'call', 'children': ['42', '49']}; {'id': '42', 'type': 'attribute', 'children': ['43', '48']}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'hasher'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'hexdigest'}; {'id': '47', 'type': 'argument_list', 'children': []}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'string', 'children': [], 'value': "'utf-8'"} | def combine_hashes(hashes):
hasher = sha1()
for h in sorted(hashes):
h = ensure_binary(h)
hasher.update(h)
return hasher.hexdigest() if PY3 else hasher.hexdigest().decode('utf-8') |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '31']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'register_jvm_tool'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13', '16', '19', '22', '25', '28']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'register'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'classpath_spec'}; {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'main'}; {'id': '12', 'type': 'None', 'children': []}; {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'custom_rules'}; {'id': '15', 'type': 'None', 'children': []}; {'id': '16', 'type': 'default_parameter', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'fingerprint'}; {'id': '18', 'type': 'True', 'children': []}; {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'classpath'}; {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'default_parameter', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'help'}; {'id': '24', 'type': 'None', 'children': []}; {'id': '25', 'type': 'default_parameter', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'removal_version'}; {'id': '27', 'type': 'None', 'children': []}; {'id': '28', 'type': 'default_parameter', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'removal_hint'}; {'id': '30', 'type': 'None', 'children': []}; {'id': '31', 'type': 'block', 'children': ['32', '59', '67', '108', '123']}; {'id': '32', 'type': 'function_definition', 'children': ['33', '34', '35']}; {'id': '33', 'type': 'function_name', 'children': [], 'value': 'formulate_help'}; {'id': '34', 'type': 'parameters', 'children': []}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'if_statement', 'children': ['37', '38', '50']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'classpath'}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'return_statement', 'children': ['40']}; {'id': '40', 'type': '()', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '47']}; {'id': '42', 'type': 'attribute', 'children': ['43', '46']}; {'id': '43', 'type': 'concatenated_string', 'children': ['44', '45']}; {'id': '44', 'type': 'string', 'children': [], 'value': "'Target address spec for overriding the classpath of the {} jvm tool which is, '"}; {'id': '45', 'type': 'string', 'children': [], 'value': "'by default: {}'"}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '47', 'type': 'argument_list', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'classpath'}; {'id': '50', 'type': 'else_clause', 'children': ['51']}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'return_statement', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'string', 'children': [], 'value': "'Target address spec for specifying the classpath of the {} jvm tool.'"}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'help'}; {'id': '62', 'type': 'boolean_operator', 'children': ['63', '64'], 'value': 'or'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'help'}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'formulate_help'}; {'id': '66', 'type': 'argument_list', 'children': []}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'register'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '77', '80', '83', '96', '99', '102', '105']}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'string', 'children': [], 'value': "'--{}'"}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '77', 'type': 'keyword_argument', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'advanced'}; {'id': '79', 'type': 'True', 'children': []}; {'id': '80', 'type': 'keyword_argument', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'target_option'}; {'id': '83', 'type': 'keyword_argument', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '85', 'type': 'conditional_expression', 'children': ['86', '92', '95'], 'value': 'if'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'string', 'children': [], 'value': "'//:{}'"}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '92', 'type': 'comparison_operator', 'children': ['93', '94'], 'value': 'is'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'classpath_spec'}; {'id': '94', 'type': 'None', 'children': []}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'classpath_spec'}; {'id': '96', 'type': 'keyword_argument', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'help'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'help'}; {'id': '99', 'type': 'keyword_argument', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'fingerprint'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'fingerprint'}; {'id': '102', 'type': 'keyword_argument', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'removal_version'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'removal_version'}; {'id': '105', 'type': 'keyword_argument', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'removal_hint'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'removal_hint'}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}; {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'jvm_tool'}; {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'JvmTool'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '119', '120', '121', '122']}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'register'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'classpath'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'main'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'custom_rules'}; {'id': '123', 'type': 'expression_statement', 'children': ['124']}; {'id': '124', 'type': 'call', 'children': ['125', '130']}; {'id': '125', 'type': 'attribute', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'JvmToolMixin'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': '_jvm_tools'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '130', 'type': 'argument_list', 'children': ['131']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'jvm_tool'} | def register_jvm_tool(cls,
register,
key,
classpath_spec=None,
main=None,
custom_rules=None,
fingerprint=True,
classpath=None,
help=None,
removal_version=None,
removal_hint=None):
def formulate_help():
if classpath:
return ('Target address spec for overriding the classpath of the {} jvm tool which is, '
'by default: {}'.format(key, classpath))
else:
return 'Target address spec for specifying the classpath of the {} jvm tool.'.format(key)
help = help or formulate_help()
register('--{}'.format(key),
advanced=True,
type=target_option,
default='//:{}'.format(key) if classpath_spec is None else classpath_spec,
help=help,
fingerprint=fingerprint,
removal_version=removal_version,
removal_hint=removal_hint)
jvm_tool = cls.JvmTool(register.scope, key, classpath, main, custom_rules)
JvmToolMixin._jvm_tools.append(jvm_tool) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_available_urls'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'urls'}; {'id': '6', 'type': 'block', 'children': ['7', '22', '40', '69', '84', '102', '116']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'baseurl_to_urls'}; {'id': '10', 'type': 'dictionary_comprehension', 'children': ['11', '19']}; {'id': '11', 'type': 'pair', 'children': ['12', '18']}; {'id': '12', 'type': 'call', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': '_baseurl'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '19', 'type': 'for_in_clause', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'urls'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'pingtimes'}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_pinger'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'pings'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'baseurl_to_urls'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '39', 'type': 'argument_list', 'children': []}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '47']}; {'id': '42', 'type': 'attribute', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': '_log'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'string', 'children': [], 'value': "'Artifact cache server ping times: {}'"}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'string', 'children': [], 'value': "', '"}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'list_comprehension', 'children': ['59', '66']}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'string', 'children': [], 'value': "'{}: {:.6f} secs'"}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'list_splat', 'children': ['65']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '66', 'type': 'for_in_clause', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'pingtimes'}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'assignment', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'sorted_pingtimes'}; {'id': '72', 'type': 'call', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'pingtimes'}; {'id': '76', 'type': 'keyword_argument', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '78', 'type': 'lambda', 'children': ['79', '81']}; {'id': '79', 'type': 'lambda_parameters', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '81', 'type': 'subscript', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '83', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'available_urls'}; {'id': '87', 'type': 'list_comprehension', 'children': ['88', '91', '96']}; {'id': '88', 'type': 'subscript', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'baseurl_to_urls'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'baseurl'}; {'id': '91', 'type': 'for_in_clause', 'children': ['92', '95']}; {'id': '92', 'type': 'pattern_list', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'baseurl'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'pingtime'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'sorted_pingtimes'}; {'id': '96', 'type': 'if_clause', 'children': ['97']}; {'id': '97', 'type': 'comparison_operator', 'children': ['98', '99'], 'value': '<'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'pingtime'}; {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'Pinger'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'UNREACHABLE'}; {'id': '102', 'type': 'expression_statement', 'children': ['103']}; {'id': '103', 'type': 'call', 'children': ['104', '109']}; {'id': '104', 'type': 'attribute', 'children': ['105', '108']}; {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': '_log'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'string', 'children': [], 'value': "'Available cache servers: {0}'"}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'available_urls'}; {'id': '116', 'type': 'return_statement', 'children': ['117']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'available_urls'} | def get_available_urls(self, urls):
baseurl_to_urls = {self._baseurl(url): url for url in urls}
pingtimes = self._pinger.pings(list(baseurl_to_urls.keys()))
self._log.debug('Artifact cache server ping times: {}'
.format(', '.join(['{}: {:.6f} secs'.format(*p) for p in pingtimes])))
sorted_pingtimes = sorted(pingtimes, key=lambda x: x[1])
available_urls = [baseurl_to_urls[baseurl] for baseurl, pingtime in sorted_pingtimes
if pingtime < Pinger.UNREACHABLE]
self._log.debug('Available cache servers: {0}'.format(available_urls))
return available_urls |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'iterate'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'scopes'}; {'id': '6', 'type': 'block', 'children': ['7', '24']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'scope_infos'}; {'id': '10', 'type': 'list_comprehension', 'children': ['11', '16']}; {'id': '11', 'type': 'subscript', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': '_scope_to_info'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '16', 'type': 'for_in_clause', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': '_expand_tasks'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'scopes'}; {'id': '24', 'type': 'if_statement', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'scope_infos'}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'for_statement', 'children': ['28', '29', '35']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'scope_info'}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': '_expand_subsystems'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'scope_infos'}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'yield', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'scope_info'} | def iterate(self, scopes):
scope_infos = [self._scope_to_info[s] for s in self._expand_tasks(scopes)]
if scope_infos:
for scope_info in self._expand_subsystems(scope_infos):
yield scope_info |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_expand_tasks'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'scopes'}; {'id': '6', 'type': 'block', 'children': ['7', '14', '67']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'expanded_scopes'}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'scopes'}; {'id': '14', 'type': 'for_statement', 'children': ['15', '18', '25']}; {'id': '15', 'type': 'pattern_list', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '18', 'type': 'call', 'children': ['19', '24']}; {'id': '19', 'type': 'attribute', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_scope_to_info'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '24', 'type': 'argument_list', 'children': []}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'if_statement', 'children': ['27', '34']}; {'id': '27', 'type': 'comparison_operator', 'children': ['28', '31'], 'value': '=='}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'category'}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'ScopeInfo'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'TASK'}; {'id': '34', 'type': 'block', 'children': ['35', '42']}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'outer'}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'enclosing_scope'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '42', 'type': 'while_statement', 'children': ['43', '46']}; {'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': '!='}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'outer'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'GLOBAL_SCOPE'}; {'id': '46', 'type': 'block', 'children': ['47', '60']}; {'id': '47', 'type': 'if_statement', 'children': ['48', '51']}; {'id': '48', 'type': 'comparison_operator', 'children': ['49', '50'], 'value': 'in'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'outer'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'expanded_scopes'}; {'id': '51', 'type': 'block', 'children': ['52', '59']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'expanded_scopes'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '59', 'type': 'break_statement', 'children': []}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'outer'}; {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'enclosing_scope'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'outer'}; {'id': '67', 'type': 'return_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'expanded_scopes'} | def _expand_tasks(self, scopes):
expanded_scopes = set(scopes)
for scope, info in self._scope_to_info.items():
if info.category == ScopeInfo.TASK:
outer = enclosing_scope(scope)
while outer != GLOBAL_SCOPE:
if outer in expanded_scopes:
expanded_scopes.add(scope)
break
outer = enclosing_scope(outer)
return sorted(expanded_scopes) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_all'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'list_comprehension', 'children': ['8', '28']}; {'id': '8', 'type': 'dictionary', 'children': ['9', '14', '19']}; {'id': '9', 'type': 'pair', 'children': ['10', '11']}; {'id': '10', 'type': 'string', 'children': [], 'value': "'label'"}; {'id': '11', 'type': 'subscript', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '14', 'type': 'pair', 'children': ['15', '16']}; {'id': '15', 'type': 'string', 'children': [], 'value': "'timing'"}; {'id': '16', 'type': 'subscript', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '19', 'type': 'pair', 'children': ['20', '21']}; {'id': '20', 'type': 'string', 'children': [], 'value': "'is_tool'"}; {'id': '21', 'type': 'comparison_operator', 'children': ['22', '25'], 'value': 'in'}; {'id': '22', 'type': 'subscript', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': '_tool_labels'}; {'id': '28', 'type': 'for_in_clause', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '40', '48']}; {'id': '33', 'type': 'call', 'children': ['34', '39']}; {'id': '34', 'type': 'attribute', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': '_timings_by_path'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '39', 'type': 'argument_list', 'children': []}; {'id': '40', 'type': 'keyword_argument', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '42', 'type': 'lambda', 'children': ['43', '45']}; {'id': '43', 'type': 'lambda_parameters', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '45', 'type': 'subscript', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '48', 'type': 'keyword_argument', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '50', 'type': 'True', 'children': []} | def get_all(self):
return [{'label': x[0], 'timing': x[1], 'is_tool': x[0] in self._tool_labels}
for x in sorted(self._timings_by_path.items(), key=lambda x: x[1], reverse=True)] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'all'}; {'id': '3', 'type': 'parameters', 'children': []}; {'id': '4', 'type': 'block', 'children': ['5']}; {'id': '5', 'type': 'return_statement', 'children': ['6']}; {'id': '6', 'type': 'list_comprehension', 'children': ['7', '8', '22']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'goal'}; {'id': '8', 'type': 'for_in_clause', 'children': ['9', '12']}; {'id': '9', 'type': 'pattern_list', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'goal'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '21']}; {'id': '16', 'type': 'attribute', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'Goal'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': '_goal_by_name'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '21', 'type': 'argument_list', 'children': []}; {'id': '22', 'type': 'if_clause', 'children': ['23']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'goal'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'active'} | def all():
return [goal for _, goal in sorted(Goal._goal_by_name.items()) if goal.active] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'select_best_url'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '14']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'best_url'}; {'id': '9', 'type': 'subscript', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'parsed_urls'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '14', 'type': 'try_statement', 'children': ['15', '19', '60']}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'yield', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'best_url'}; {'id': '19', 'type': 'except_clause', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'Exception'}; {'id': '21', 'type': 'block', 'children': ['22', '30', '59']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'augmented_assignment', 'children': ['24', '29'], 'value': '+='}; {'id': '24', 'type': 'subscript', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'unsuccessful_calls'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'best_url'}; {'id': '29', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '30', 'type': 'if_statement', 'children': ['31', '40']}; {'id': '31', 'type': 'comparison_operator', 'children': ['32', '37'], 'value': '>'}; {'id': '32', 'type': 'subscript', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'unsuccessful_calls'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'best_url'}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'max_failures'}; {'id': '40', 'type': 'block', 'children': ['41', '51']}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '48']}; {'id': '43', 'type': 'attribute', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'parsed_urls'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'rotate'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'unary_operator', 'children': ['50'], 'value': '-'}; {'id': '50', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '58']}; {'id': '53', 'type': 'subscript', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'unsuccessful_calls'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'best_url'}; {'id': '58', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '59', 'type': 'raise_statement', 'children': []}; {'id': '60', 'type': 'else_clause', 'children': ['61']}; {'id': '61', 'type': 'block', 'children': ['62']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '69']}; {'id': '64', 'type': 'subscript', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'unsuccessful_calls'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'best_url'}; {'id': '69', 'type': 'integer', 'children': [], 'value': '0'} | def select_best_url(self):
best_url = self.parsed_urls[0]
try:
yield best_url
except Exception:
self.unsuccessful_calls[best_url] += 1
if self.unsuccessful_calls[best_url] > self.max_failures:
self.parsed_urls.rotate(-1)
self.unsuccessful_calls[best_url] = 0
raise
else:
self.unsuccessful_calls[best_url] = 0 |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_topological_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'targets'}; {'id': '6', 'type': 'block', 'children': ['7', '14']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'target_set'}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'targets'}; {'id': '14', 'type': 'return_statement', 'children': ['15']}; {'id': '15', 'type': 'list_comprehension', 'children': ['16', '17', '26']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '17', 'type': 'for_in_clause', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'reversed'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'sort_targets'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'targets'}; {'id': '26', 'type': 'if_clause', 'children': ['27']}; {'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'in'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'target_set'} | def _topological_sort(self, targets):
target_set = set(targets)
return [t for t in reversed(sort_targets(targets)) if t in target_set] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sortmerna_detailed_barplot'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '18', '53', '72', '85']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '11', 'type': 'argument_list', 'children': []}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'metrics'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'for_statement', 'children': ['19', '20', '23']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'sample'}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'sortmerna'}; {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'for_statement', 'children': ['25', '26', '31']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '26', 'type': 'subscript', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'sortmerna'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'sample'}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'if_statement', 'children': ['33', '45']}; {'id': '33', 'type': 'boolean_operator', 'children': ['34', '41'], 'value': 'and'}; {'id': '34', 'type': 'not_operator', 'children': ['35']}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': 'in'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '37', 'type': 'list', 'children': ['38', '39', '40'], 'value': '["total", "rRNA", "non_rRNA"]'}; {'id': '38', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '39', 'type': 'string', 'children': [], 'value': '"rRNA"'}; {'id': '40', 'type': 'string', 'children': [], 'value': '"non_rRNA"'}; {'id': '41', 'type': 'not_operator', 'children': ['42']}; {'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': 'in'}; {'id': '43', 'type': 'string', 'children': [], 'value': '"_pct"'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '45', 'type': 'block', 'children': ['46']}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'metrics'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '53', 'type': 'for_statement', 'children': ['54', '55', '56']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'metrics'}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '62']}; {'id': '59', 'type': 'subscript', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '62', 'type': 'dictionary', 'children': ['63']}; {'id': '63', 'type': 'pair', 'children': ['64', '65']}; {'id': '64', 'type': 'string', 'children': [], 'value': "'name'"}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '69', 'type': 'argument_list', 'children': ['70', '71']}; {'id': '70', 'type': 'string', 'children': [], 'value': '"_count"'}; {'id': '71', 'type': 'string', 'children': [], 'value': '""'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'pconfig'}; {'id': '75', 'type': 'dictionary', 'children': ['76', '79', '82']}; {'id': '76', 'type': 'pair', 'children': ['77', '78']}; {'id': '77', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '78', 'type': 'string', 'children': [], 'value': "'sortmerna-detailed-plot'"}; {'id': '79', 'type': 'pair', 'children': ['80', '81']}; {'id': '80', 'type': 'string', 'children': [], 'value': "'title'"}; {'id': '81', 'type': 'string', 'children': [], 'value': "'SortMeRNA: Hit Counts'"}; {'id': '82', 'type': 'pair', 'children': ['83', '84']}; {'id': '83', 'type': 'string', 'children': [], 'value': "'ylab'"}; {'id': '84', 'type': 'string', 'children': [], 'value': "'Reads'"}; {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'add_section'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'keyword_argument', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'plot'}; {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'bargraph'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'plot'}; {'id': '97', 'type': 'argument_list', 'children': ['98', '101', '102']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'sortmerna'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'pconfig'} | def sortmerna_detailed_barplot (self):
keys = OrderedDict()
metrics = set()
for sample in self.sortmerna:
for key in self.sortmerna[sample]:
if not key in ["total", "rRNA", "non_rRNA"] and not "_pct" in key:
metrics.add(key)
for key in metrics:
keys[key] = { 'name': key.replace("_count","") }
pconfig = {
'id': 'sortmerna-detailed-plot',
'title': 'SortMeRNA: Hit Counts',
'ylab': 'Reads'
}
self.add_section( plot = bargraph.plot(self.sortmerna, keys, pconfig) ) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_short_chrom'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'chrom'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '33', '43', '68']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'default_allowed'}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'list', 'children': ['14'], 'value': '["X"]'}; {'id': '14', 'type': 'string', 'children': [], 'value': '"X"'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'allowed_chroms'}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '30']}; {'id': '22', 'type': 'attribute', 'children': ['23', '29']}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27', '28']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '27', 'type': 'string', 'children': [], 'value': '"goleft_indexcov_config"'}; {'id': '28', 'type': 'dictionary', 'children': []}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '32']}; {'id': '31', 'type': 'string', 'children': [], 'value': '"chromosomes"'}; {'id': '32', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'chrom'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42']}; {'id': '41', 'type': 'string', 'children': [], 'value': '"chr"'}; {'id': '42', 'type': 'string', 'children': [], 'value': '""'}; {'id': '43', 'type': 'try_statement', 'children': ['44', '52']}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '48', 'type': 'call', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '52', 'type': 'except_clause', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '54', 'type': 'block', 'children': ['55']}; {'id': '55', 'type': 'if_statement', 'children': ['56', '63']}; {'id': '56', 'type': 'boolean_operator', 'children': ['57', '60'], 'value': 'and'}; {'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': 'not'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'default_allowed'}; {'id': '60', 'type': 'comparison_operator', 'children': ['61', '62'], 'value': 'not'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'allowed_chroms'}; {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'assignment', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '67', 'type': 'None', 'children': []}; {'id': '68', 'type': 'if_statement', 'children': ['69', '70', '82']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'allowed_chroms'}; {'id': '70', 'type': 'block', 'children': ['71']}; {'id': '71', 'type': 'if_statement', 'children': ['72', '79']}; {'id': '72', 'type': 'boolean_operator', 'children': ['73', '76'], 'value': 'or'}; {'id': '73', 'type': 'comparison_operator', 'children': ['74', '75'], 'value': 'in'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'chrom'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'allowed_chroms'}; {'id': '76', 'type': 'comparison_operator', 'children': ['77', '78'], 'value': 'in'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'allowed_chroms'}; {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'return_statement', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '82', 'type': 'elif_clause', 'children': ['83', '92']}; {'id': '83', 'type': 'boolean_operator', 'children': ['84', '89'], 'value': 'or'}; {'id': '84', 'type': 'call', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '86', 'type': 'argument_list', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '89', 'type': 'comparison_operator', 'children': ['90', '91'], 'value': 'in'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'default_allowed'}; {'id': '92', 'type': 'block', 'children': ['93']}; {'id': '93', 'type': 'return_statement', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'chrom_clean'} | def _short_chrom(self, chrom):
default_allowed = set(["X"])
allowed_chroms = set(getattr(config, "goleft_indexcov_config", {}).get("chromosomes", []))
chrom_clean = chrom.replace("chr", "")
try:
chrom_clean = int(chrom_clean)
except ValueError:
if chrom_clean not in default_allowed and chrom_clean not in allowed_chroms:
chrom_clean = None
if allowed_chroms:
if chrom in allowed_chroms or chrom_clean in allowed_chroms:
return chrom_clean
elif isinstance(chrom_clean, int) or chrom_clean in default_allowed:
return chrom_clean |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'deepvalues'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '5', 'type': 'block', 'children': ['6', '13']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'vals_sorted_by_key'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '16']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '16', 'type': 'block', 'children': ['17', '21', '47']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '20', 'type': 'False', 'children': []}; {'id': '21', 'type': 'try_statement', 'children': ['22', '27', '31']}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '27', 'type': 'except_clause', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'AttributeError'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'pass_statement', 'children': []}; {'id': '31', 'type': 'else_clause', 'children': ['32']}; {'id': '32', 'type': 'block', 'children': ['33', '37']}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '36', 'type': 'True', 'children': []}; {'id': '37', 'type': 'for_statement', 'children': ['38', '39', '43']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'subobj'}; {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'deepvalues'}; {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'yield', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'subobj'}; {'id': '47', 'type': 'if_statement', 'children': ['48', '50']}; {'id': '48', 'type': 'not_operator', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '50', 'type': 'block', 'children': ['51']}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'yield', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'obj'} | def deepvalues(mapping):
values = vals_sorted_by_key(mapping)
for obj in values:
mapping = False
try:
obj.items
except AttributeError:
pass
else:
mapping = True
for subobj in deepvalues(obj):
yield subobj
if not mapping:
yield obj |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'values'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'list_comprehension', 'children': ['8', '17']}; {'id': '8', 'type': 'call', 'children': ['9', '14']}; {'id': '9', 'type': 'attribute', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'policy'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'header_fetch_parse'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '17', 'type': 'for_in_clause', 'children': ['18', '21']}; {'id': '18', 'type': 'pattern_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': '_headers'} | def values(self):
return [self.policy.header_fetch_parse(k, v)
for k, v in self._headers] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'items'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'list_comprehension', 'children': ['8', '19']}; {'id': '8', 'type': 'tuple', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'policy'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'header_fetch_parse'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '19', 'type': 'for_in_clause', 'children': ['20', '23']}; {'id': '20', 'type': 'pattern_list', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': '_headers'} | def items(self):
return [(k, self.policy.header_fetch_parse(k, v))
for k, v in self._headers] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_all'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'failobj'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '14', '22', '54', '60']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '13', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '21', 'type': 'argument_list', 'children': []}; {'id': '22', 'type': 'for_statement', 'children': ['23', '26', '29']}; {'id': '23', 'type': 'pattern_list', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': '_headers'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'if_statement', 'children': ['31', '38']}; {'id': '31', 'type': 'comparison_operator', 'children': ['32', '37'], 'value': '=='}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '36', 'type': 'argument_list', 'children': []}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'call', 'children': ['46', '51']}; {'id': '46', 'type': 'attribute', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'policy'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'header_fetch_parse'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '54', 'type': 'if_statement', 'children': ['55', '57']}; {'id': '55', 'type': 'not_operator', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'return_statement', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'failobj'}; {'id': '60', 'type': 'return_statement', 'children': ['61']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'values'} | def get_all(self, name, failobj=None):
values = []
name = name.lower()
for k, v in self._headers:
if k.lower() == name:
values.append(self.policy.header_fetch_parse(k, v))
if not values:
return failobj
return values |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'setup'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'input_file_id'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '8', 'type': 'block', 'children': ['9', '18']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'logToMaster'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'string', 'children': [], 'value': '"Starting the merge sort"'}; {'id': '18', 'type': 'return_statement', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '36']}; {'id': '20', 'type': 'attribute', 'children': ['21', '35']}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'addChildJobFn'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27', '28', '29', '32']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'down'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'input_file_id'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '29', 'type': 'keyword_argument', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '32', 'type': 'keyword_argument', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'memory'}; {'id': '34', 'type': 'string', 'children': [], 'value': "'600M'"}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'rv'}; {'id': '36', 'type': 'argument_list', 'children': []} | def setup(job, input_file_id, n, down_checkpoints):
job.fileStore.logToMaster("Starting the merge sort")
return job.addChildJobFn(down,
input_file_id, n,
down_checkpoints=down_checkpoints,
memory='600M').rv() |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'down'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'input_file_id'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '8', 'type': 'block', 'children': ['9', '23', '34']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'input_file'}; {'id': '12', 'type': 'call', 'children': ['13', '18']}; {'id': '13', 'type': 'attribute', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'readGlobalFile'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'input_file_id'}; {'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'cache'}; {'id': '22', 'type': 'False', 'children': []}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '26', 'type': 'call', 'children': ['27', '32']}; {'id': '27', 'type': 'attribute', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'getsize'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'input_file'}; {'id': '34', 'type': 'if_statement', 'children': ['35', '38', '191']}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': '>'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '38', 'type': 'block', 'children': ['39', '57', '66', '76', '98', '108', '130']}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '46']}; {'id': '41', 'type': 'attribute', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'logToMaster'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '52']}; {'id': '47', 'type': 'binary_operator', 'children': ['48', '49'], 'value': '%'}; {'id': '48', 'type': 'string', 'children': [], 'value': '"Splitting file: %s of size: %s"'}; {'id': '49', 'type': 'tuple', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'input_file_id'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '52', 'type': 'keyword_argument', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'CRITICAL'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'mid_point'}; {'id': '60', 'type': 'call', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'get_midpoint'}; {'id': '62', 'type': 'argument_list', 'children': ['63', '64', '65']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'input_file'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 't1'}; {'id': '69', 'type': 'call', 'children': ['70', '75']}; {'id': '70', 'type': 'attribute', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'getLocalTempFile'}; {'id': '75', 'type': 'argument_list', 'children': []}; {'id': '76', 'type': 'with_statement', 'children': ['77', '87']}; {'id': '77', 'type': 'with_clause', 'children': ['78']}; {'id': '78', 'type': 'with_item', 'children': ['79']}; {'id': '79', 'type': 'as_pattern', 'children': ['80', '85']}; {'id': '80', 'type': 'call', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '82', 'type': 'argument_list', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 't1'}; {'id': '84', 'type': 'string', 'children': [], 'value': "'w'"}; {'id': '85', 'type': 'as_pattern_target', 'children': ['86']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'fH'}; {'id': '87', 'type': 'block', 'children': ['88']}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'call', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'copy_subrange_of_file'}; {'id': '91', 'type': 'argument_list', 'children': ['92', '93', '94', '97']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'input_file'}; {'id': '93', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '94', 'type': 'binary_operator', 'children': ['95', '96'], 'value': '+'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'mid_point'}; {'id': '96', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'fH'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 't2'}; {'id': '101', 'type': 'call', 'children': ['102', '107']}; {'id': '102', 'type': 'attribute', 'children': ['103', '106']}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'getLocalTempFile'}; {'id': '107', 'type': 'argument_list', 'children': []}; {'id': '108', 'type': 'with_statement', 'children': ['109', '119']}; {'id': '109', 'type': 'with_clause', 'children': ['110']}; {'id': '110', 'type': 'with_item', 'children': ['111']}; {'id': '111', 'type': 'as_pattern', 'children': ['112', '117']}; {'id': '112', 'type': 'call', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '114', 'type': 'argument_list', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 't2'}; {'id': '116', 'type': 'string', 'children': [], 'value': "'w'"}; {'id': '117', 'type': 'as_pattern_target', 'children': ['118']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'fH'}; {'id': '119', 'type': 'block', 'children': ['120']}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}; {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'copy_subrange_of_file'}; {'id': '123', 'type': 'argument_list', 'children': ['124', '125', '128', '129']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'input_file'}; {'id': '125', 'type': 'binary_operator', 'children': ['126', '127'], 'value': '+'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'mid_point'}; {'id': '127', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'fH'}; {'id': '130', 'type': 'return_statement', 'children': ['131']}; {'id': '131', 'type': 'call', 'children': ['132', '190']}; {'id': '132', 'type': 'attribute', 'children': ['133', '189']}; {'id': '133', 'type': 'call', 'children': ['134', '137']}; {'id': '134', 'type': 'attribute', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'addFollowOnJobFn'}; {'id': '137', 'type': 'argument_list', 'children': ['138', '139', '164']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'up'}; {'id': '139', 'type': 'call', 'children': ['140', '163']}; {'id': '140', 'type': 'attribute', 'children': ['141', '162']}; {'id': '141', 'type': 'call', 'children': ['142', '145']}; {'id': '142', 'type': 'attribute', 'children': ['143', '144']}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'addChildJobFn'}; {'id': '145', 'type': 'argument_list', 'children': ['146', '147', '155', '156', '159']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'down'}; {'id': '147', 'type': 'call', 'children': ['148', '153']}; {'id': '148', 'type': 'attribute', 'children': ['149', '152']}; {'id': '149', 'type': 'attribute', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'writeGlobalFile'}; {'id': '153', 'type': 'argument_list', 'children': ['154']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 't1'}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '156', 'type': 'keyword_argument', 'children': ['157', '158']}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '159', 'type': 'keyword_argument', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'memory'}; {'id': '161', 'type': 'string', 'children': [], 'value': "'600M'"}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'rv'}; {'id': '163', 'type': 'argument_list', 'children': []}; {'id': '164', 'type': 'call', 'children': ['165', '188']}; {'id': '165', 'type': 'attribute', 'children': ['166', '187']}; {'id': '166', 'type': 'call', 'children': ['167', '170']}; {'id': '167', 'type': 'attribute', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'addChildJobFn'}; {'id': '170', 'type': 'argument_list', 'children': ['171', '172', '180', '181', '184']}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'down'}; {'id': '172', 'type': 'call', 'children': ['173', '178']}; {'id': '173', 'type': 'attribute', 'children': ['174', '177']}; {'id': '174', 'type': 'attribute', 'children': ['175', '176']}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '177', 'type': 'identifier', 'children': [], 'value': 'writeGlobalFile'}; {'id': '178', 'type': 'argument_list', 'children': ['179']}; {'id': '179', 'type': 'identifier', 'children': [], 'value': 't2'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '181', 'type': 'keyword_argument', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'down_checkpoints'}; {'id': '184', 'type': 'keyword_argument', 'children': ['185', '186']}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'memory'}; {'id': '186', 'type': 'string', 'children': [], 'value': "'600M'"}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'rv'}; {'id': '188', 'type': 'argument_list', 'children': []}; {'id': '189', 'type': 'identifier', 'children': [], 'value': 'rv'}; {'id': '190', 'type': 'argument_list', 'children': []}; {'id': '191', 'type': 'else_clause', 'children': ['192']}; {'id': '192', 'type': 'block', 'children': ['193', '211', '221', '227']}; {'id': '193', 'type': 'expression_statement', 'children': ['194']}; {'id': '194', 'type': 'call', 'children': ['195', '200']}; {'id': '195', 'type': 'attribute', 'children': ['196', '199']}; {'id': '196', 'type': 'attribute', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '199', 'type': 'identifier', 'children': [], 'value': 'logToMaster'}; {'id': '200', 'type': 'argument_list', 'children': ['201', '206']}; {'id': '201', 'type': 'binary_operator', 'children': ['202', '203'], 'value': '%'}; {'id': '202', 'type': 'string', 'children': [], 'value': '"Sorting file: %s of size: %s"'}; {'id': '203', 'type': 'tuple', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'input_file_id'}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '206', 'type': 'keyword_argument', 'children': ['207', '208']}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '208', 'type': 'attribute', 'children': ['209', '210']}; {'id': '209', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'CRITICAL'}; {'id': '211', 'type': 'expression_statement', 'children': ['212']}; {'id': '212', 'type': 'assignment', 'children': ['213', '214']}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'output_file'}; {'id': '214', 'type': 'call', 'children': ['215', '220']}; {'id': '215', 'type': 'attribute', 'children': ['216', '219']}; {'id': '216', 'type': 'attribute', 'children': ['217', '218']}; {'id': '217', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'getLocalTempFile'}; {'id': '220', 'type': 'argument_list', 'children': []}; {'id': '221', 'type': 'expression_statement', 'children': ['222']}; {'id': '222', 'type': 'call', 'children': ['223', '224']}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '224', 'type': 'argument_list', 'children': ['225', '226']}; {'id': '225', 'type': 'identifier', 'children': [], 'value': 'input_file'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'output_file'}; {'id': '227', 'type': 'return_statement', 'children': ['228']}; {'id': '228', 'type': 'call', 'children': ['229', '234']}; {'id': '229', 'type': 'attribute', 'children': ['230', '233']}; {'id': '230', 'type': 'attribute', 'children': ['231', '232']}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'job'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'fileStore'}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'writeGlobalFile'}; {'id': '234', 'type': 'argument_list', 'children': ['235']}; {'id': '235', 'type': 'identifier', 'children': [], 'value': 'output_file'} | def down(job, input_file_id, n, down_checkpoints):
input_file = job.fileStore.readGlobalFile(input_file_id, cache=False)
length = os.path.getsize(input_file)
if length > n:
job.fileStore.logToMaster("Splitting file: %s of size: %s"
% (input_file_id, length), level=logging.CRITICAL)
mid_point = get_midpoint(input_file, 0, length)
t1 = job.fileStore.getLocalTempFile()
with open(t1, 'w') as fH:
copy_subrange_of_file(input_file, 0, mid_point + 1, fH)
t2 = job.fileStore.getLocalTempFile()
with open(t2, 'w') as fH:
copy_subrange_of_file(input_file, mid_point + 1, length, fH)
return job.addFollowOnJobFn(up, job.addChildJobFn(down, job.fileStore.writeGlobalFile(t1), n,
down_checkpoints=down_checkpoints, memory='600M').rv(),
job.addChildJobFn(down, job.fileStore.writeGlobalFile(t2), n,
down_checkpoints=down_checkpoints,
memory='600M').rv()).rv()
else:
job.fileStore.logToMaster("Sorting file: %s of size: %s"
% (input_file_id, length), level=logging.CRITICAL)
output_file = job.fileStore.getLocalTempFile()
sort(input_file, output_file)
return job.fileStore.writeGlobalFile(output_file) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'in_file'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'out_file'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '23', '29', '35', '43', '54']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'filehandle'}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '12', 'type': 'argument_list', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'in_file'}; {'id': '14', 'type': 'string', 'children': [], 'value': "'r'"}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'filehandle'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'readlines'}; {'id': '22', 'type': 'argument_list', 'children': []}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'filehandle'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'close'}; {'id': '28', 'type': 'argument_list', 'children': []}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '34', 'type': 'argument_list', 'children': []}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'filehandle'}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'out_file'}; {'id': '42', 'type': 'string', 'children': [], 'value': "'w'"}; {'id': '43', 'type': 'for_statement', 'children': ['44', '45', '46']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '46', 'type': 'block', 'children': ['47']}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'filehandle'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'filehandle'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'close'}; {'id': '59', 'type': 'argument_list', 'children': []} | def sort(in_file, out_file):
filehandle = open(in_file, 'r')
lines = filehandle.readlines()
filehandle.close()
lines.sort()
filehandle = open(out_file, 'w')
for line in lines:
filehandle.write(line)
filehandle.close() |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'merge'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'filehandle_1'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'filehandle_2'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'output_filehandle'}; {'id': '7', 'type': 'block', 'children': ['8', '16', '55']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '11', 'type': 'call', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'filehandle_2'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'readline'}; {'id': '15', 'type': 'argument_list', 'children': []}; {'id': '16', 'type': 'for_statement', 'children': ['17', '18', '23']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'line1'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'filehandle_1'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'readlines'}; {'id': '22', 'type': 'argument_list', 'children': []}; {'id': '23', 'type': 'block', 'children': ['24', '48']}; {'id': '24', 'type': 'while_statement', 'children': ['25', '32']}; {'id': '25', 'type': 'boolean_operator', 'children': ['26', '29'], 'value': 'and'}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '28'], 'value': '!='}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '28', 'type': 'string', 'children': [], 'value': "''"}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '31'], 'value': '<='}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'line1'}; {'id': '32', 'type': 'block', 'children': ['33', '40']}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'output_filehandle'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'filehandle_2'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'readline'}; {'id': '47', 'type': 'argument_list', 'children': []}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'output_filehandle'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'line1'}; {'id': '55', 'type': 'while_statement', 'children': ['56', '59']}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': '!='}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '58', 'type': 'string', 'children': [], 'value': "''"}; {'id': '59', 'type': 'block', 'children': ['60', '67']}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'output_filehandle'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'assignment', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'line2'}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'filehandle_2'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'readline'}; {'id': '74', 'type': 'argument_list', 'children': []} | def merge(filehandle_1, filehandle_2, output_filehandle):
line2 = filehandle_2.readline()
for line1 in filehandle_1.readlines():
while line2 != '' and line2 <= line1:
output_filehandle.write(line2)
line2 = filehandle_2.readline()
output_filehandle.write(line1)
while line2 != '':
output_filehandle.write(line2)
line2 = filehandle_2.readline() |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'decorateSubHeader'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '7', 'type': 'block', 'children': ['8', '16']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '11', 'type': 'call', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '15', 'type': 'argument_list', 'children': []}; {'id': '16', 'type': 'if_statement', 'children': ['17', '22', '71']}; {'id': '17', 'type': 'comparison_operator', 'children': ['18', '19'], 'value': '!='}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '22', 'type': 'block', 'children': ['23', '69']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '26', 'type': 'binary_operator', 'children': ['27', '28'], 'value': '%'}; {'id': '27', 'type': 'string', 'children': [], 'value': '"| %*s%*s%*s%*s%*s "'}; {'id': '28', 'type': 'tuple', 'children': ['29', '36', '37', '44', '45', '52', '53', '60', '61', '68']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '33', 'type': 'argument_list', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"min"'}; {'id': '36', 'type': 'string', 'children': [], 'value': '"min"'}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '43', 'type': 'string', 'children': [], 'value': '"med"'}; {'id': '44', 'type': 'string', 'children': [], 'value': '"med"'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '49', 'type': 'argument_list', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '51', 'type': 'string', 'children': [], 'value': '"ave"'}; {'id': '52', 'type': 'string', 'children': [], 'value': '"ave"'}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '57', 'type': 'argument_list', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '59', 'type': 'string', 'children': [], 'value': '"max"'}; {'id': '60', 'type': 'string', 'children': [], 'value': '"max"'}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '65', 'type': 'argument_list', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '67', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '68', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '69', 'type': 'return_statement', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '71', 'type': 'else_clause', 'children': ['72']}; {'id': '72', 'type': 'block', 'children': ['73', '77', '155', '159']}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '76', 'type': 'string', 'children': [], 'value': '"| "'}; {'id': '77', 'type': 'for_statement', 'children': ['78', '81', '127']}; {'id': '78', 'type': 'pattern_list', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'width'}; {'id': '81', 'type': 'list', 'children': ['82', '91', '100', '109', '118'], 'value': '[("min", columnWidths.getWidth(title, "min")),\n ("med", columnWidths.getWidth(title, "med")),\n ("ave", columnWidths.getWidth(title, "ave")),\n ("max", columnWidths.getWidth(title, "max")),\n ("total", columnWidths.getWidth(title, "total"))]'}; {'id': '82', 'type': 'tuple', 'children': ['83', '84']}; {'id': '83', 'type': 'string', 'children': [], 'value': '"min"'}; {'id': '84', 'type': 'call', 'children': ['85', '88']}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '88', 'type': 'argument_list', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '90', 'type': 'string', 'children': [], 'value': '"min"'}; {'id': '91', 'type': 'tuple', 'children': ['92', '93']}; {'id': '92', 'type': 'string', 'children': [], 'value': '"med"'}; {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '97', 'type': 'argument_list', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '99', 'type': 'string', 'children': [], 'value': '"med"'}; {'id': '100', 'type': 'tuple', 'children': ['101', '102']}; {'id': '101', 'type': 'string', 'children': [], 'value': '"ave"'}; {'id': '102', 'type': 'call', 'children': ['103', '106']}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '106', 'type': 'argument_list', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '108', 'type': 'string', 'children': [], 'value': '"ave"'}; {'id': '109', 'type': 'tuple', 'children': ['110', '111']}; {'id': '110', 'type': 'string', 'children': [], 'value': '"max"'}; {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '117', 'type': 'string', 'children': [], 'value': '"max"'}; {'id': '118', 'type': 'tuple', 'children': ['119', '120']}; {'id': '119', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '120', 'type': 'call', 'children': ['121', '124']}; {'id': '121', 'type': 'attribute', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'columnWidths'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'getWidth'}; {'id': '124', 'type': 'argument_list', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'title'}; {'id': '126', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '127', 'type': 'block', 'children': ['128']}; {'id': '128', 'type': 'if_statement', 'children': ['129', '134', '145']}; {'id': '129', 'type': 'comparison_operator', 'children': ['130', '133'], 'value': '=='}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'sortField'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '134', 'type': 'block', 'children': ['135']}; {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'augmented_assignment', 'children': ['137', '138'], 'value': '+='}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '138', 'type': 'binary_operator', 'children': ['139', '140'], 'value': '%'}; {'id': '139', 'type': 'string', 'children': [], 'value': '"%*s*"'}; {'id': '140', 'type': 'tuple', 'children': ['141', '144']}; {'id': '141', 'type': 'binary_operator', 'children': ['142', '143'], 'value': '-'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'width'}; {'id': '143', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '145', 'type': 'else_clause', 'children': ['146']}; {'id': '146', 'type': 'block', 'children': ['147']}; {'id': '147', 'type': 'expression_statement', 'children': ['148']}; {'id': '148', 'type': 'augmented_assignment', 'children': ['149', '150'], 'value': '+='}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '150', 'type': 'binary_operator', 'children': ['151', '152'], 'value': '%'}; {'id': '151', 'type': 'string', 'children': [], 'value': '"%*s"'}; {'id': '152', 'type': 'tuple', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'width'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '155', 'type': 'expression_statement', 'children': ['156']}; {'id': '156', 'type': 'augmented_assignment', 'children': ['157', '158'], 'value': '+='}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '158', 'type': 'string', 'children': [], 'value': '" "'}; {'id': '159', 'type': 'return_statement', 'children': ['160']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 's'} | def decorateSubHeader(title, columnWidths, options):
title = title.lower()
if title != options.sortCategory:
s = "| %*s%*s%*s%*s%*s " % (
columnWidths.getWidth(title, "min"), "min",
columnWidths.getWidth(title, "med"), "med",
columnWidths.getWidth(title, "ave"), "ave",
columnWidths.getWidth(title, "max"), "max",
columnWidths.getWidth(title, "total"), "total")
return s
else:
s = "| "
for field, width in [("min", columnWidths.getWidth(title, "min")),
("med", columnWidths.getWidth(title, "med")),
("ave", columnWidths.getWidth(title, "ave")),
("max", columnWidths.getWidth(title, "max")),
("total", columnWidths.getWidth(title, "total"))]:
if options.sortField == field:
s += "%*s*" % (width - 1, field)
else:
s += "%*s" % (width, field)
s += " "
return s |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sortJobs'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'jobTypes'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '6', 'type': 'block', 'children': ['7', '26', '34']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'longforms'}; {'id': '10', 'type': 'dictionary', 'children': ['11', '14', '17', '20', '23']}; {'id': '11', 'type': 'pair', 'children': ['12', '13']}; {'id': '12', 'type': 'string', 'children': [], 'value': '"med"'}; {'id': '13', 'type': 'string', 'children': [], 'value': '"median"'}; {'id': '14', 'type': 'pair', 'children': ['15', '16']}; {'id': '15', 'type': 'string', 'children': [], 'value': '"ave"'}; {'id': '16', 'type': 'string', 'children': [], 'value': '"average"'}; {'id': '17', 'type': 'pair', 'children': ['18', '19']}; {'id': '18', 'type': 'string', 'children': [], 'value': '"min"'}; {'id': '19', 'type': 'string', 'children': [], 'value': '"min"'}; {'id': '20', 'type': 'pair', 'children': ['21', '22']}; {'id': '21', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '22', 'type': 'string', 'children': [], 'value': '"total"'}; {'id': '23', 'type': 'pair', 'children': ['24', '25']}; {'id': '24', 'type': 'string', 'children': [], 'value': '"max"'}; {'id': '25', 'type': 'string', 'children': [], 'value': '"max"'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'sortField'}; {'id': '29', 'type': 'subscript', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'longforms'}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'sortField'}; {'id': '34', 'type': 'if_statement', 'children': ['35', '59', '86', '111']}; {'id': '35', 'type': '()', 'children': ['36']}; {'id': '36', 'type': 'boolean_operator', 'children': ['37', '54'], 'value': 'or'}; {'id': '37', 'type': 'boolean_operator', 'children': ['38', '49'], 'value': 'or'}; {'id': '38', 'type': 'boolean_operator', 'children': ['39', '44'], 'value': 'or'}; {'id': '39', 'type': 'comparison_operator', 'children': ['40', '43'], 'value': '=='}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '43', 'type': 'string', 'children': [], 'value': '"time"'}; {'id': '44', 'type': 'comparison_operator', 'children': ['45', '48'], 'value': '=='}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '48', 'type': 'string', 'children': [], 'value': '"clock"'}; {'id': '49', 'type': 'comparison_operator', 'children': ['50', '53'], 'value': '=='}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '53', 'type': 'string', 'children': [], 'value': '"wait"'}; {'id': '54', 'type': 'comparison_operator', 'children': ['55', '58'], 'value': '=='}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '58', 'type': 'string', 'children': [], 'value': '"memory"'}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'return_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '63', 'type': 'argument_list', 'children': ['64', '65', '81']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'jobTypes'}; {'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '67', 'type': 'lambda', 'children': ['68', '70']}; {'id': '68', 'type': 'lambda_parameters', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '70', 'type': 'call', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '72', 'type': 'argument_list', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '74', 'type': 'binary_operator', 'children': ['75', '76'], 'value': '%'}; {'id': '75', 'type': 'string', 'children': [], 'value': '"%s_%s"'}; {'id': '76', 'type': 'tuple', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'sortField'}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'sortReverse'}; {'id': '86', 'type': 'elif_clause', 'children': ['87', '92']}; {'id': '87', 'type': 'comparison_operator', 'children': ['88', '91'], 'value': '=='}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '91', 'type': 'string', 'children': [], 'value': '"alpha"'}; {'id': '92', 'type': 'block', 'children': ['93']}; {'id': '93', 'type': 'return_statement', 'children': ['94']}; {'id': '94', 'type': 'call', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '96', 'type': 'argument_list', 'children': ['97', '98', '106']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'jobTypes'}; {'id': '98', 'type': 'keyword_argument', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '100', 'type': 'lambda', 'children': ['101', '103']}; {'id': '101', 'type': 'lambda_parameters', 'children': ['102']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '106', 'type': 'keyword_argument', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'sortReverse'}; {'id': '111', 'type': 'elif_clause', 'children': ['112', '117']}; {'id': '112', 'type': 'comparison_operator', 'children': ['113', '116'], 'value': '=='}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'sortCategory'}; {'id': '116', 'type': 'string', 'children': [], 'value': '"count"'}; {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'return_statement', 'children': ['119']}; {'id': '119', 'type': 'call', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '121', 'type': 'argument_list', 'children': ['122', '123', '131']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'jobTypes'}; {'id': '123', 'type': 'keyword_argument', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '125', 'type': 'lambda', 'children': ['126', '128']}; {'id': '126', 'type': 'lambda_parameters', 'children': ['127']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '128', 'type': 'attribute', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'total_number'}; {'id': '131', 'type': 'keyword_argument', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'sortReverse'} | def sortJobs(jobTypes, options):
longforms = {"med": "median",
"ave": "average",
"min": "min",
"total": "total",
"max": "max",}
sortField = longforms[options.sortField]
if (options.sortCategory == "time" or
options.sortCategory == "clock" or
options.sortCategory == "wait" or
options.sortCategory == "memory"
):
return sorted(
jobTypes,
key=lambda tag: getattr(tag, "%s_%s"
% (sortField, options.sortCategory)),
reverse=options.sortReverse)
elif options.sortCategory == "alpha":
return sorted(
jobTypes, key=lambda tag: tag.name,
reverse=options.sortReverse)
elif options.sortCategory == "count":
return sorted(jobTypes, key=lambda tag: tag.total_number,
reverse=options.sortReverse) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_sort_tau_by_y'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '6', 'type': 'block', 'children': ['7', '17', '25', '38', '53', '61', '72', '84', '104']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'tau_y'}; {'id': '10', 'type': 'subscript', 'children': ['11', '14', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'tau_matrix'}; {'id': '14', 'type': 'slice', 'children': ['15']}; {'id': '15', 'type': 'colon', 'children': []}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '22']}; {'id': '19', 'type': 'subscript', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'tau_y'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'NaN'}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'empty'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'list', 'children': ['34', '37'], 'value': '[self.n_nodes, 3]'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'n_nodes'}; {'id': '37', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '45']}; {'id': '40', 'type': 'subscript', 'children': ['41', '42', '44']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '42', 'type': 'slice', 'children': ['43']}; {'id': '43', 'type': 'colon', 'children': []}; {'id': '44', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'arange'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'n_nodes'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '60']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57', '59']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '57', 'type': 'slice', 'children': ['58']}; {'id': '58', 'type': 'colon', 'children': []}; {'id': '59', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'tau_y'}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '68']}; {'id': '63', 'type': 'subscript', 'children': ['64', '65', '67']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '65', 'type': 'slice', 'children': ['66']}; {'id': '66', 'type': 'colon', 'children': []}; {'id': '67', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'abs'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'tau_y'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '82']}; {'id': '74', 'type': 'subscript', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '76', 'type': 'call', 'children': ['77', '80']}; {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'isnan'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '82', 'type': 'unary_operator', 'children': ['83'], 'value': '-'}; {'id': '83', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'tau_sorted'}; {'id': '87', 'type': 'subscript', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '89', 'type': 'subscript', 'children': ['90', '99']}; {'id': '90', 'type': 'call', 'children': ['91', '98']}; {'id': '91', 'type': 'attribute', 'children': ['92', '97']}; {'id': '92', 'type': 'subscript', 'children': ['93', '94', '96']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'temp'}; {'id': '94', 'type': 'slice', 'children': ['95']}; {'id': '95', 'type': 'colon', 'children': []}; {'id': '96', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '98', 'type': 'argument_list', 'children': []}; {'id': '99', 'type': 'slice', 'children': ['100', '101', '102']}; {'id': '100', 'type': 'colon', 'children': []}; {'id': '101', 'type': 'colon', 'children': []}; {'id': '102', 'type': 'unary_operator', 'children': ['103'], 'value': '-'}; {'id': '103', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '104', 'type': 'return_statement', 'children': ['105']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'tau_sorted'} | def _sort_tau_by_y(self, y):
tau_y = self.tau_matrix[:, y]
tau_y[y] = np.NaN
temp = np.empty([self.n_nodes, 3])
temp[:, 0] = np.arange(self.n_nodes)
temp[:, 1] = tau_y
temp[:, 2] = abs(tau_y)
temp[np.isnan(temp)] = -10
tau_sorted = temp[temp[:, 2].argsort()[::-1]]
return tau_sorted |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_edge'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'call', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '9', 'type': 'argument_list', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '11', 'type': 'keyword_argument', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '13', 'type': 'lambda', 'children': ['14', '16']}; {'id': '14', 'type': 'lambda_parameters', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '16', 'type': 'tuple', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'L'}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'R'} | def sort_edge(edges):
return sorted(edges, key=lambda x: (x.L, x.R)) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '25']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'stanc'}; {'id': '3', 'type': 'parameters', 'children': ['4', '7', '10', '13', '16', '19', '22']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '6', 'type': 'None', 'children': []}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'charset'}; {'id': '9', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '12', 'type': 'None', 'children': []}; {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '15', 'type': 'string', 'children': [], 'value': '"anon_model"'}; {'id': '16', 'type': 'default_parameter', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '18', 'type': 'None', 'children': []}; {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '21', 'type': 'False', 'children': []}; {'id': '22', 'type': 'default_parameter', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'obfuscate_model_name'}; {'id': '24', 'type': 'True', 'children': []}; {'id': '25', 'type': 'block', 'children': ['26', '38', '52', '111', '120', '149', '165', '178', '182', '203', '212', '245', '260', '321', '325', '335', '345', '355']}; {'id': '26', 'type': 'if_statement', 'children': ['27', '30']}; {'id': '27', 'type': 'boolean_operator', 'children': ['28', '29'], 'value': 'and'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '30', 'type': 'block', 'children': ['31']}; {'id': '31', 'type': 'raise_statement', 'children': ['32']}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'concatenated_string', 'children': ['36', '37']}; {'id': '36', 'type': 'string', 'children': [], 'value': '"Specify stan model with `file` or `model_code`, "'}; {'id': '37', 'type': 'string', 'children': [], 'value': '"not both."'}; {'id': '38', 'type': 'if_statement', 'children': ['39', '46']}; {'id': '39', 'type': 'boolean_operator', 'children': ['40', '43'], 'value': 'and'}; {'id': '40', 'type': 'comparison_operator', 'children': ['41', '42'], 'value': 'is'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '42', 'type': 'None', 'children': []}; {'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': 'is'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '45', 'type': 'None', 'children': []}; {'id': '46', 'type': 'block', 'children': ['47']}; {'id': '47', 'type': 'raise_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'string', 'children': [], 'value': '"Model file missing and empty model_code."'}; {'id': '52', 'type': 'if_statement', 'children': ['53', '56']}; {'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': 'is'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '55', 'type': 'None', 'children': []}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'if_statement', 'children': ['58', '63', '101']}; {'id': '58', 'type': 'call', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '60', 'type': 'argument_list', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'string_types'}; {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'try_statement', 'children': ['65', '91']}; {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'with_statement', 'children': ['67', '82']}; {'id': '67', 'type': 'with_clause', 'children': ['68']}; {'id': '68', 'type': 'with_item', 'children': ['69']}; {'id': '69', 'type': 'as_pattern', 'children': ['70', '80']}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'io'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76', '77']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '76', 'type': 'string', 'children': [], 'value': "'rt'"}; {'id': '77', 'type': 'keyword_argument', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'charset'}; {'id': '80', 'type': 'as_pattern_target', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '82', 'type': 'block', 'children': ['83']}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'assignment', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '90', 'type': 'argument_list', 'children': []}; {'id': '91', 'type': 'except_clause', 'children': ['92']}; {'id': '92', 'type': 'block', 'children': ['93', '100']}; {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'call', 'children': ['95', '98']}; {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'critical'}; {'id': '98', 'type': 'argument_list', 'children': ['99']}; {'id': '99', 'type': 'string', 'children': [], 'value': '"Unable to read file specified by `file`."'}; {'id': '100', 'type': 'raise_statement', 'children': []}; {'id': '101', 'type': 'else_clause', 'children': ['102']}; {'id': '102', 'type': 'block', 'children': ['103']}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'assignment', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '106', 'type': 'call', 'children': ['107', '110']}; {'id': '107', 'type': 'attribute', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '110', 'type': 'argument_list', 'children': []}; {'id': '111', 'type': 'expression_statement', 'children': ['112']}; {'id': '112', 'type': 'assignment', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'model_code_bytes'}; {'id': '114', 'type': 'call', 'children': ['115', '118']}; {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '118', 'type': 'argument_list', 'children': ['119']}; {'id': '119', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '120', 'type': 'if_statement', 'children': ['121', '124', '137']}; {'id': '121', 'type': 'comparison_operator', 'children': ['122', '123'], 'value': 'is'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '123', 'type': 'None', 'children': []}; {'id': '124', 'type': 'block', 'children': ['125']}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '128', 'type': 'list', 'children': ['129'], 'value': "[os.path.abspath('.')]"}; {'id': '129', 'type': 'call', 'children': ['130', '135']}; {'id': '130', 'type': 'attribute', 'children': ['131', '134']}; {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '135', 'type': 'argument_list', 'children': ['136']}; {'id': '136', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '137', 'type': 'elif_clause', 'children': ['138', '143']}; {'id': '138', 'type': 'call', 'children': ['139', '140']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '140', 'type': 'argument_list', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'string_types'}; {'id': '143', 'type': 'block', 'children': ['144']}; {'id': '144', 'type': 'expression_statement', 'children': ['145']}; {'id': '145', 'type': 'assignment', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '147', 'type': 'list', 'children': ['148'], 'value': '[include_paths]'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '149', 'type': 'expression_statement', 'children': ['150']}; {'id': '150', 'type': 'assignment', 'children': ['151', '152']}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '152', 'type': 'list_comprehension', 'children': ['153', '162']}; {'id': '153', 'type': 'call', 'children': ['154', '159']}; {'id': '154', 'type': 'attribute', 'children': ['155', '158']}; {'id': '155', 'type': 'attribute', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '159', 'type': 'argument_list', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '161', 'type': 'string', 'children': [], 'value': '""'}; {'id': '162', 'type': 'for_in_clause', 'children': ['163', '164']}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '165', 'type': 'expression_statement', 'children': ['166']}; {'id': '166', 'type': 'assignment', 'children': ['167', '168']}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'include_paths_bytes'}; {'id': '168', 'type': 'list_comprehension', 'children': ['169', '175']}; {'id': '169', 'type': 'call', 'children': ['170', '173']}; {'id': '170', 'type': 'attribute', 'children': ['171', '172']}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '173', 'type': 'argument_list', 'children': ['174']}; {'id': '174', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '175', 'type': 'for_in_clause', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '177', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '178', 'type': 'expression_statement', 'children': ['179']}; {'id': '179', 'type': 'assignment', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'allow_undefined'}; {'id': '181', 'type': 'False', 'children': []}; {'id': '182', 'type': 'if_statement', 'children': ['183', '184']}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'obfuscate_model_name'}; {'id': '184', 'type': 'block', 'children': ['185']}; {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '188', 'type': '()', 'children': ['189']}; {'id': '189', 'type': 'binary_operator', 'children': ['190', '193'], 'value': '+'}; {'id': '190', 'type': 'binary_operator', 'children': ['191', '192'], 'value': '+'}; {'id': '191', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '192', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '193', 'type': 'call', 'children': ['194', '202']}; {'id': '194', 'type': 'attribute', 'children': ['195', '201']}; {'id': '195', 'type': 'call', 'children': ['196', '199']}; {'id': '196', 'type': 'attribute', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'hashlib'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'md5'}; {'id': '199', 'type': 'argument_list', 'children': ['200']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'model_code_bytes'}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'hexdigest'}; {'id': '202', 'type': 'argument_list', 'children': []}; {'id': '203', 'type': 'expression_statement', 'children': ['204']}; {'id': '204', 'type': 'assignment', 'children': ['205', '206']}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'model_name_bytes'}; {'id': '206', 'type': 'call', 'children': ['207', '210']}; {'id': '207', 'type': 'attribute', 'children': ['208', '209']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '209', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '210', 'type': 'argument_list', 'children': ['211']}; {'id': '211', 'type': 'string', 'children': [], 'value': "'ascii'"}; {'id': '212', 'type': 'if_statement', 'children': ['213', '219', '224']}; {'id': '213', 'type': 'not_operator', 'children': ['214']}; {'id': '214', 'type': 'call', 'children': ['215', '216']}; {'id': '215', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '216', 'type': 'argument_list', 'children': ['217', '218']}; {'id': '217', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'string_types'}; {'id': '219', 'type': 'block', 'children': ['220']}; {'id': '220', 'type': 'expression_statement', 'children': ['221']}; {'id': '221', 'type': 'assignment', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'filename_bytes'}; {'id': '223', 'type': 'string', 'children': [], 'value': "b'unknown file name'"}; {'id': '224', 'type': 'else_clause', 'children': ['225']}; {'id': '225', 'type': 'block', 'children': ['226']}; {'id': '226', 'type': 'expression_statement', 'children': ['227']}; {'id': '227', 'type': 'assignment', 'children': ['228', '229']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'filename_bytes'}; {'id': '229', 'type': 'call', 'children': ['230', '243']}; {'id': '230', 'type': 'attribute', 'children': ['231', '242']}; {'id': '231', 'type': 'subscript', 'children': ['232', '240']}; {'id': '232', 'type': 'call', 'children': ['233', '238']}; {'id': '233', 'type': 'attribute', 'children': ['234', '237']}; {'id': '234', 'type': 'attribute', 'children': ['235', '236']}; {'id': '235', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '238', 'type': 'argument_list', 'children': ['239']}; {'id': '239', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '240', 'type': 'unary_operator', 'children': ['241'], 'value': '-'}; {'id': '241', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '243', 'type': 'argument_list', 'children': ['244']}; {'id': '244', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '245', 'type': 'expression_statement', 'children': ['246']}; {'id': '246', 'type': 'assignment', 'children': ['247', '248']}; {'id': '247', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '248', 'type': 'call', 'children': ['249', '254']}; {'id': '249', 'type': 'attribute', 'children': ['250', '253']}; {'id': '250', 'type': 'attribute', 'children': ['251', '252']}; {'id': '251', 'type': 'identifier', 'children': [], 'value': 'pystan'}; {'id': '252', 'type': 'identifier', 'children': [], 'value': '_api'}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'stanc'}; {'id': '254', 'type': 'argument_list', 'children': ['255', '256', '257', '258', '259']}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'model_code_bytes'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'model_name_bytes'}; {'id': '257', 'type': 'identifier', 'children': [], 'value': 'allow_undefined'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'filename_bytes'}; {'id': '259', 'type': 'identifier', 'children': [], 'value': 'include_paths_bytes'}; {'id': '260', 'type': 'if_statement', 'children': ['261', '267', '302']}; {'id': '261', 'type': 'comparison_operator', 'children': ['262', '265'], 'value': '=='}; {'id': '262', 'type': 'subscript', 'children': ['263', '264']}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '264', 'type': 'string', 'children': [], 'value': "'status'"}; {'id': '265', 'type': 'unary_operator', 'children': ['266'], 'value': '-'}; {'id': '266', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '267', 'type': 'block', 'children': ['268', '274', '287', '297']}; {'id': '268', 'type': 'expression_statement', 'children': ['269']}; {'id': '269', 'type': 'assignment', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '271', 'type': 'subscript', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '273', 'type': 'string', 'children': [], 'value': "'msg'"}; {'id': '274', 'type': 'if_statement', 'children': ['275', '276']}; {'id': '275', 'type': 'identifier', 'children': [], 'value': 'PY2'}; {'id': '276', 'type': 'block', 'children': ['277']}; {'id': '277', 'type': 'expression_statement', 'children': ['278']}; {'id': '278', 'type': 'assignment', 'children': ['279', '280']}; {'id': '279', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '280', 'type': 'call', 'children': ['281', '284']}; {'id': '281', 'type': 'attribute', 'children': ['282', '283']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '284', 'type': 'argument_list', 'children': ['285', '286']}; {'id': '285', 'type': 'string', 'children': [], 'value': "'ascii'"}; {'id': '286', 'type': 'string', 'children': [], 'value': "'replace'"}; {'id': '287', 'type': 'expression_statement', 'children': ['288']}; {'id': '288', 'type': 'assignment', 'children': ['289', '290']}; {'id': '289', 'type': 'identifier', 'children': [], 'value': 'error_msg'}; {'id': '290', 'type': 'call', 'children': ['291', '294']}; {'id': '291', 'type': 'attribute', 'children': ['292', '293']}; {'id': '292', 'type': 'string', 'children': [], 'value': '"Failed to parse Stan model \'{}\'. Error message:\\n{}"'}; {'id': '293', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '294', 'type': 'argument_list', 'children': ['295', '296']}; {'id': '295', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '297', 'type': 'raise_statement', 'children': ['298']}; {'id': '298', 'type': 'call', 'children': ['299', '300']}; {'id': '299', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '300', 'type': 'argument_list', 'children': ['301']}; {'id': '301', 'type': 'identifier', 'children': [], 'value': 'error_msg'}; {'id': '302', 'type': 'elif_clause', 'children': ['303', '308']}; {'id': '303', 'type': 'comparison_operator', 'children': ['304', '307'], 'value': '=='}; {'id': '304', 'type': 'subscript', 'children': ['305', '306']}; {'id': '305', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '306', 'type': 'string', 'children': [], 'value': "'status'"}; {'id': '307', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '308', 'type': 'block', 'children': ['309']}; {'id': '309', 'type': 'expression_statement', 'children': ['310']}; {'id': '310', 'type': 'call', 'children': ['311', '314']}; {'id': '311', 'type': 'attribute', 'children': ['312', '313']}; {'id': '312', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '313', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '314', 'type': 'argument_list', 'children': ['315']}; {'id': '315', 'type': 'call', 'children': ['316', '319']}; {'id': '316', 'type': 'attribute', 'children': ['317', '318']}; {'id': '317', 'type': 'string', 'children': [], 'value': '"Successfully parsed Stan model \'{}\'."'}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '319', 'type': 'argument_list', 'children': ['320']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '321', 'type': 'delete_statement', 'children': ['322']}; {'id': '322', 'type': 'subscript', 'children': ['323', '324']}; {'id': '323', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '324', 'type': 'string', 'children': [], 'value': "'msg'"}; {'id': '325', 'type': 'expression_statement', 'children': ['326']}; {'id': '326', 'type': 'call', 'children': ['327', '330']}; {'id': '327', 'type': 'attribute', 'children': ['328', '329']}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '329', 'type': 'identifier', 'children': [], 'value': 'update'}; {'id': '330', 'type': 'argument_list', 'children': ['331']}; {'id': '331', 'type': 'dictionary', 'children': ['332']}; {'id': '332', 'type': 'pair', 'children': ['333', '334']}; {'id': '333', 'type': 'string', 'children': [], 'value': "'model_name'"}; {'id': '334', 'type': 'identifier', 'children': [], 'value': 'model_name'}; {'id': '335', 'type': 'expression_statement', 'children': ['336']}; {'id': '336', 'type': 'call', 'children': ['337', '340']}; {'id': '337', 'type': 'attribute', 'children': ['338', '339']}; {'id': '338', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '339', 'type': 'identifier', 'children': [], 'value': 'update'}; {'id': '340', 'type': 'argument_list', 'children': ['341']}; {'id': '341', 'type': 'dictionary', 'children': ['342']}; {'id': '342', 'type': 'pair', 'children': ['343', '344']}; {'id': '343', 'type': 'string', 'children': [], 'value': "'model_code'"}; {'id': '344', 'type': 'identifier', 'children': [], 'value': 'model_code'}; {'id': '345', 'type': 'expression_statement', 'children': ['346']}; {'id': '346', 'type': 'call', 'children': ['347', '350']}; {'id': '347', 'type': 'attribute', 'children': ['348', '349']}; {'id': '348', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '349', 'type': 'identifier', 'children': [], 'value': 'update'}; {'id': '350', 'type': 'argument_list', 'children': ['351']}; {'id': '351', 'type': 'dictionary', 'children': ['352']}; {'id': '352', 'type': 'pair', 'children': ['353', '354']}; {'id': '353', 'type': 'string', 'children': [], 'value': "'include_paths'"}; {'id': '354', 'type': 'identifier', 'children': [], 'value': 'include_paths'}; {'id': '355', 'type': 'return_statement', 'children': ['356']}; {'id': '356', 'type': 'identifier', 'children': [], 'value': 'result'} | def stanc(file=None, charset='utf-8', model_code=None, model_name="anon_model",
include_paths=None, verbose=False, obfuscate_model_name=True):
if file and model_code:
raise ValueError("Specify stan model with `file` or `model_code`, "
"not both.")
if file is None and model_code is None:
raise ValueError("Model file missing and empty model_code.")
if file is not None:
if isinstance(file, string_types):
try:
with io.open(file, 'rt', encoding=charset) as f:
model_code = f.read()
except:
logger.critical("Unable to read file specified by `file`.")
raise
else:
model_code = file.read()
model_code_bytes = model_code.encode('utf-8')
if include_paths is None:
include_paths = [os.path.abspath('.')]
elif isinstance(include_paths, string_types):
include_paths = [include_paths]
include_paths = [os.path.join(path, "") for path in include_paths]
include_paths_bytes = [path.encode('utf-8') for path in include_paths]
allow_undefined = False
if obfuscate_model_name:
model_name = (
model_name + '_' +
hashlib.md5(model_code_bytes).hexdigest())
model_name_bytes = model_name.encode('ascii')
if not isinstance(file, string_types):
filename_bytes = b'unknown file name'
else:
filename_bytes = os.path.split(file)[-1].encode('utf-8')
result = pystan._api.stanc(model_code_bytes, model_name_bytes,
allow_undefined, filename_bytes,
include_paths_bytes,
)
if result['status'] == -1:
msg = result['msg']
if PY2:
msg = msg.encode('ascii', 'replace')
error_msg = "Failed to parse Stan model '{}'. Error message:\n{}".format(model_name, msg)
raise ValueError(error_msg)
elif result['status'] == 0:
logger.debug("Successfully parsed Stan model '{}'.".format(model_name))
del result['msg']
result.update({'model_name': model_name})
result.update({'model_code': model_code})
result.update({'include_paths' : include_paths})
return result |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'suggestion_list'}; {'id': '3', 'type': 'parameters', 'children': ['4', '8']}; {'id': '4', 'type': 'typed_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'input_'}; {'id': '6', 'type': 'type', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '8', 'type': 'typed_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '10', 'type': 'type', 'children': ['11']}; {'id': '11', 'type': 'generic_type', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'Collection'}; {'id': '13', 'type': 'type_parameter', 'children': ['14']}; {'id': '14', 'type': 'type', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '16', 'type': 'block', 'children': ['17', '21', '30', '67']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'options_by_distance'}; {'id': '20', 'type': 'dictionary', 'children': []}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'input_threshold'}; {'id': '24', 'type': 'binary_operator', 'children': ['25', '29'], 'value': '//'}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'input_'}; {'id': '29', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '30', 'type': 'for_statement', 'children': ['31', '32', '33']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'option'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '33', 'type': 'block', 'children': ['34', '42', '56']}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'distance'}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'lexical_distance'}; {'id': '39', 'type': 'argument_list', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'input_'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'option'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '47', 'type': 'argument_list', 'children': ['48', '49', '55']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'input_threshold'}; {'id': '49', 'type': 'binary_operator', 'children': ['50', '54'], 'value': '//'}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'option'}; {'id': '54', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'if_statement', 'children': ['57', '60']}; {'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': '<='}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'distance'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '60', 'type': 'block', 'children': ['61']}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '66']}; {'id': '63', 'type': 'subscript', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'options_by_distance'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'option'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'distance'}; {'id': '67', 'type': 'return_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'options_by_distance'}; {'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'options_by_distance'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'get'} | def suggestion_list(input_: str, options: Collection[str]):
options_by_distance = {}
input_threshold = len(input_) // 2
for option in options:
distance = lexical_distance(input_, option)
threshold = max(input_threshold, len(option) // 2, 1)
if distance <= threshold:
options_by_distance[option] = distance
return sorted(options_by_distance, key=options_by_distance.get) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'lexical_distance'}; {'id': '3', 'type': 'parameters', 'children': ['4', '8']}; {'id': '4', 'type': 'typed_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'a_str'}; {'id': '6', 'type': 'type', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '8', 'type': 'typed_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'b_str'}; {'id': '10', 'type': 'type', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '12', 'type': 'type', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '14', 'type': 'block', 'children': ['15', '22', '38', '52', '59', '74', '97', '232']}; {'id': '15', 'type': 'if_statement', 'children': ['16', '19']}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': '=='}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'a_str'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'b_str'}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'return_statement', 'children': ['21']}; {'id': '21', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '27']}; {'id': '24', 'type': 'pattern_list', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '27', 'type': 'expression_list', 'children': ['28', '33']}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'a_str'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '32', 'type': 'argument_list', 'children': []}; {'id': '33', 'type': 'call', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'b_str'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '37', 'type': 'argument_list', 'children': []}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '43']}; {'id': '40', 'type': 'pattern_list', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'a_len'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'b_len'}; {'id': '43', 'type': 'expression_list', 'children': ['44', '48']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '48', 'type': 'call', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '52', 'type': 'if_statement', 'children': ['53', '56']}; {'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': '=='}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'return_statement', 'children': ['58']}; {'id': '58', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '62', 'type': 'list', 'children': ['63'], 'value': '[[j for j in range(0, b_len + 1)]]'}; {'id': '63', 'type': 'list_comprehension', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '65', 'type': 'for_in_clause', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '69', 'type': 'argument_list', 'children': ['70', '71']}; {'id': '70', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '71', 'type': 'binary_operator', 'children': ['72', '73'], 'value': '+'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'b_len'}; {'id': '73', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '74', 'type': 'for_statement', 'children': ['75', '76', '83']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '80']}; {'id': '79', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '80', 'type': 'binary_operator', 'children': ['81', '82'], 'value': '+'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'a_len'}; {'id': '82', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '83', 'type': 'block', 'children': ['84']}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'call', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'binary_operator', 'children': ['91', '93'], 'value': '+'}; {'id': '91', 'type': 'list', 'children': ['92'], 'value': '[i]'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '93', 'type': 'binary_operator', 'children': ['94', '96'], 'value': '*'}; {'id': '94', 'type': 'list', 'children': ['95'], 'value': '[0]'}; {'id': '95', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'b_len'}; {'id': '97', 'type': 'for_statement', 'children': ['98', '99', '106']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '99', 'type': 'call', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '101', 'type': 'argument_list', 'children': ['102', '103']}; {'id': '102', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '103', 'type': 'binary_operator', 'children': ['104', '105'], 'value': '+'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'a_len'}; {'id': '105', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '106', 'type': 'block', 'children': ['107']}; {'id': '107', 'type': 'for_statement', 'children': ['108', '109', '116']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '109', 'type': 'call', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '111', 'type': 'argument_list', 'children': ['112', '113']}; {'id': '112', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '113', 'type': 'binary_operator', 'children': ['114', '115'], 'value': '+'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'b_len'}; {'id': '115', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '116', 'type': 'block', 'children': ['117', '134', '173']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'cost'}; {'id': '120', 'type': 'conditional_expression', 'children': ['121', '122', '133'], 'value': 'if'}; {'id': '121', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '122', 'type': 'comparison_operator', 'children': ['123', '128'], 'value': '=='}; {'id': '123', 'type': 'subscript', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '125', 'type': 'binary_operator', 'children': ['126', '127'], 'value': '-'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '127', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '128', 'type': 'subscript', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '130', 'type': 'binary_operator', 'children': ['131', '132'], 'value': '-'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '132', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '133', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '134', 'type': 'expression_statement', 'children': ['135']}; {'id': '135', 'type': 'assignment', 'children': ['136', '141']}; {'id': '136', 'type': 'subscript', 'children': ['137', '140']}; {'id': '137', 'type': 'subscript', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '143', 'type': 'argument_list', 'children': ['144', '153', '162']}; {'id': '144', 'type': 'binary_operator', 'children': ['145', '152'], 'value': '+'}; {'id': '145', 'type': 'subscript', 'children': ['146', '151']}; {'id': '146', 'type': 'subscript', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '148', 'type': 'binary_operator', 'children': ['149', '150'], 'value': '-'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '150', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '152', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '153', 'type': 'binary_operator', 'children': ['154', '161'], 'value': '+'}; {'id': '154', 'type': 'subscript', 'children': ['155', '158']}; {'id': '155', 'type': 'subscript', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '158', 'type': 'binary_operator', 'children': ['159', '160'], 'value': '-'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '160', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '161', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '162', 'type': 'binary_operator', 'children': ['163', '172'], 'value': '+'}; {'id': '163', 'type': 'subscript', 'children': ['164', '169']}; {'id': '164', 'type': 'subscript', 'children': ['165', '166']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '166', 'type': 'binary_operator', 'children': ['167', '168'], 'value': '-'}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '168', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '169', 'type': 'binary_operator', 'children': ['170', '171'], 'value': '-'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '171', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'cost'}; {'id': '173', 'type': 'if_statement', 'children': ['174', '205']}; {'id': '174', 'type': 'boolean_operator', 'children': ['175', '194'], 'value': 'and'}; {'id': '175', 'type': 'boolean_operator', 'children': ['176', '183'], 'value': 'and'}; {'id': '176', 'type': 'boolean_operator', 'children': ['177', '180'], 'value': 'and'}; {'id': '177', 'type': 'comparison_operator', 'children': ['178', '179'], 'value': '>'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '179', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '180', 'type': 'comparison_operator', 'children': ['181', '182'], 'value': '>'}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '182', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '183', 'type': 'comparison_operator', 'children': ['184', '189'], 'value': '=='}; {'id': '184', 'type': 'subscript', 'children': ['185', '186']}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '186', 'type': 'binary_operator', 'children': ['187', '188'], 'value': '-'}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '188', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '189', 'type': 'subscript', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '191', 'type': 'binary_operator', 'children': ['192', '193'], 'value': '-'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '193', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '194', 'type': 'comparison_operator', 'children': ['195', '200'], 'value': '=='}; {'id': '195', 'type': 'subscript', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '197', 'type': 'binary_operator', 'children': ['198', '199'], 'value': '-'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '199', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '200', 'type': 'subscript', 'children': ['201', '202']}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '202', 'type': 'binary_operator', 'children': ['203', '204'], 'value': '-'}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '204', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '205', 'type': 'block', 'children': ['206']}; {'id': '206', 'type': 'expression_statement', 'children': ['207']}; {'id': '207', 'type': 'assignment', 'children': ['208', '213']}; {'id': '208', 'type': 'subscript', 'children': ['209', '212']}; {'id': '209', 'type': 'subscript', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '213', 'type': 'call', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '215', 'type': 'argument_list', 'children': ['216', '221']}; {'id': '216', 'type': 'subscript', 'children': ['217', '220']}; {'id': '217', 'type': 'subscript', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '221', 'type': 'binary_operator', 'children': ['222', '231'], 'value': '+'}; {'id': '222', 'type': 'subscript', 'children': ['223', '228']}; {'id': '223', 'type': 'subscript', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '225', 'type': 'binary_operator', 'children': ['226', '227'], 'value': '-'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '227', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '228', 'type': 'binary_operator', 'children': ['229', '230'], 'value': '-'}; {'id': '229', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '230', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'cost'}; {'id': '232', 'type': 'return_statement', 'children': ['233']}; {'id': '233', 'type': 'subscript', 'children': ['234', '237']}; {'id': '234', 'type': 'subscript', 'children': ['235', '236']}; {'id': '235', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'a_len'}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'b_len'} | def lexical_distance(a_str: str, b_str: str) -> int:
if a_str == b_str:
return 0
a, b = a_str.lower(), b_str.lower()
a_len, b_len = len(a), len(b)
if a == b:
return 1
d = [[j for j in range(0, b_len + 1)]]
for i in range(1, a_len + 1):
d.append([i] + [0] * b_len)
for i in range(1, a_len + 1):
for j in range(1, b_len + 1):
cost = 0 if a[i - 1] == b[j - 1] else 1
d[i][j] = min(d[i - 1][j] + 1, d[i][j - 1] + 1, d[i - 1][j - 1] + cost)
if i > 1 and j > 1 and a[i - 1] == b[j - 2] and a[i - 2] == b[j - 1]:
d[i][j] = min(d[i][j], d[i - 2][j - 2] + cost)
return d[a_len][b_len] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16', '22']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_suggested_type_names'}; {'id': '3', 'type': 'parameters', 'children': ['4', '8', '12']}; {'id': '4', 'type': 'typed_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'schema'}; {'id': '6', 'type': 'type', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'GraphQLSchema'}; {'id': '8', 'type': 'typed_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '10', 'type': 'type', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'GraphQLOutputType'}; {'id': '12', 'type': 'typed_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'field_name'}; {'id': '14', 'type': 'type', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '16', 'type': 'type', 'children': ['17']}; {'id': '17', 'type': 'generic_type', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'List'}; {'id': '19', 'type': 'type_parameter', 'children': ['20']}; {'id': '20', 'type': 'type', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '22', 'type': 'block', 'children': ['23', '124']}; {'id': '23', 'type': 'if_statement', 'children': ['24', '28']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'is_abstract_type'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '28', 'type': 'block', 'children': ['29', '37', '41', '56', '104', '120']}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'cast'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'GraphQLAbstractType'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'suggested_object_types'}; {'id': '40', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44', '52']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'interface_usage_count'}; {'id': '44', 'type': 'type', 'children': ['45']}; {'id': '45', 'type': 'generic_type', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'Dict'}; {'id': '47', 'type': 'type_parameter', 'children': ['48', '50']}; {'id': '48', 'type': 'type', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '50', 'type': 'type', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'defaultdict'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '56', 'type': 'for_statement', 'children': ['57', '58', '64']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'possible_type'}; {'id': '58', 'type': 'call', 'children': ['59', '62']}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'schema'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'get_possible_types'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '64', 'type': 'block', 'children': ['65', '73', '82']}; {'id': '65', 'type': 'if_statement', 'children': ['66', '71']}; {'id': '66', 'type': 'comparison_operator', 'children': ['67', '68'], 'value': 'not'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'field_name'}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'possible_type'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '71', 'type': 'block', 'children': ['72']}; {'id': '72', 'type': 'continue_statement', 'children': []}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'call', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'suggested_object_types'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'possible_type'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '82', 'type': 'for_statement', 'children': ['83', '84', '87']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'possible_interface'}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'possible_type'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'interfaces'}; {'id': '87', 'type': 'block', 'children': ['88', '96']}; {'id': '88', 'type': 'if_statement', 'children': ['89', '94']}; {'id': '89', 'type': 'comparison_operator', 'children': ['90', '91'], 'value': 'not'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'field_name'}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'possible_interface'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '94', 'type': 'block', 'children': ['95']}; {'id': '95', 'type': 'continue_statement', 'children': []}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}; {'id': '97', 'type': 'augmented_assignment', 'children': ['98', '103'], 'value': '+='}; {'id': '98', 'type': 'subscript', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'interface_usage_count'}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'possible_interface'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '103', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}; {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'suggested_interface_types'}; {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '109', 'type': 'argument_list', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'interface_usage_count'}; {'id': '111', 'type': 'keyword_argument', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '113', 'type': 'lambda', 'children': ['114', '116']}; {'id': '114', 'type': 'lambda_parameters', 'children': ['115']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '116', 'type': 'unary_operator', 'children': ['117'], 'value': '-'}; {'id': '117', 'type': 'subscript', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'interface_usage_count'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '120', 'type': 'return_statement', 'children': ['121']}; {'id': '121', 'type': 'binary_operator', 'children': ['122', '123'], 'value': '+'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'suggested_interface_types'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'suggested_object_types'}; {'id': '124', 'type': 'return_statement', 'children': ['125']}; {'id': '125', 'type': 'list', 'children': [], 'value': '[]'} | def get_suggested_type_names(
schema: GraphQLSchema, type_: GraphQLOutputType, field_name: str
) -> List[str]:
if is_abstract_type(type_):
type_ = cast(GraphQLAbstractType, type_)
suggested_object_types = []
interface_usage_count: Dict[str, int] = defaultdict(int)
for possible_type in schema.get_possible_types(type_):
if field_name not in possible_type.fields:
continue
suggested_object_types.append(possible_type.name)
for possible_interface in possible_type.interfaces:
if field_name not in possible_interface.fields:
continue
interface_usage_count[possible_interface.name] += 1
suggested_interface_types = sorted(
interface_usage_count, key=lambda k: -interface_usage_count[k]
)
return suggested_interface_types + suggested_object_types
return [] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'instances_get'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'plugins'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'url_file_input'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '8', 'type': 'block', 'children': ['9', '15', '22', '57', '88']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '14', 'type': 'argument_list', 'children': []}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'preferred_order'}; {'id': '18', 'type': 'list', 'children': ['19', '20', '21'], 'value': "['wordpress', 'joomla', 'drupal']"}; {'id': '19', 'type': 'string', 'children': [], 'value': "'wordpress'"}; {'id': '20', 'type': 'string', 'children': [], 'value': "'joomla'"}; {'id': '21', 'type': 'string', 'children': [], 'value': "'drupal'"}; {'id': '22', 'type': 'for_statement', 'children': ['23', '24', '25']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'cms_name'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'preferred_order'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'for_statement', 'children': ['27', '28', '29']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'plugin'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'plugins'}; {'id': '29', 'type': 'block', 'children': ['30', '40']}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'plugin_name'}; {'id': '33', 'type': 'call', 'children': ['34', '39']}; {'id': '34', 'type': 'attribute', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'plugin'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': '__name__'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '39', 'type': 'argument_list', 'children': []}; {'id': '40', 'type': 'if_statement', 'children': ['41', '44']}; {'id': '41', 'type': 'comparison_operator', 'children': ['42', '43'], 'value': '=='}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'cms_name'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'plugin_name'}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '50']}; {'id': '47', 'type': 'subscript', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'plugin_name'}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'instance_get'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54', '55', '56']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'plugin'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'url_file_input'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '57', 'type': 'for_statement', 'children': ['58', '59', '60']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'plugin'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'plugins'}; {'id': '60', 'type': 'block', 'children': ['61', '71']}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'plugin_name'}; {'id': '64', 'type': 'call', 'children': ['65', '70']}; {'id': '65', 'type': 'attribute', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'plugin'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': '__name__'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '70', 'type': 'argument_list', 'children': []}; {'id': '71', 'type': 'if_statement', 'children': ['72', '75']}; {'id': '72', 'type': 'comparison_operator', 'children': ['73', '74'], 'value': 'not'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'plugin_name'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'preferred_order'}; {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '81']}; {'id': '78', 'type': 'subscript', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'plugin_name'}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'instance_get'}; {'id': '83', 'type': 'argument_list', 'children': ['84', '85', '86', '87']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'plugin'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'url_file_input'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '88', 'type': 'return_statement', 'children': ['89']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'instances'} | def instances_get(opts, plugins, url_file_input, out):
instances = OrderedDict()
preferred_order = ['wordpress', 'joomla', 'drupal']
for cms_name in preferred_order:
for plugin in plugins:
plugin_name = plugin.__name__.lower()
if cms_name == plugin_name:
instances[plugin_name] = instance_get(plugin, opts,
url_file_input, out)
for plugin in plugins:
plugin_name = plugin.__name__.lower()
if plugin_name not in preferred_order:
instances[plugin_name] = instance_get(plugin, opts,
url_file_input, out)
return instances |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_signed_headers'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'headers'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '29']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'signed_headers'}; {'id': '9', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '10', 'type': 'for_statement', 'children': ['11', '12', '13']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'headers'}; {'id': '13', 'type': 'block', 'children': ['14']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'signed_headers'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '28']}; {'id': '21', 'type': 'attribute', 'children': ['22', '27']}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '28', 'type': 'argument_list', 'children': []}; {'id': '29', 'type': 'return_statement', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'signed_headers'} | def get_signed_headers(headers):
signed_headers = []
for header in headers:
signed_headers.append(header.lower().strip())
return sorted(signed_headers) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'add_from_names_to_locals'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '6', 'type': 'block', 'children': ['7', '16', '30']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': '_key_func'}; {'id': '10', 'type': 'lambda', 'children': ['11', '13']}; {'id': '11', 'type': 'lambda_parameters', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'fromlineno'}; {'id': '16', 'type': 'function_definition', 'children': ['17', '18', '20']}; {'id': '17', 'type': 'function_name', 'children': [], 'value': 'sort_locals'}; {'id': '18', 'type': 'parameters', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'my_list'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'my_list'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'keyword_argument', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_key_func'}; {'id': '30', 'type': 'for_statement', 'children': ['31', '34', '37']}; {'id': '31', 'type': 'tuple_pattern', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'asname'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'names'}; {'id': '37', 'type': 'block', 'children': ['38']}; {'id': '38', 'type': 'if_statement', 'children': ['39', '42', '92']}; {'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': '=='}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '41', 'type': 'string', 'children': [], 'value': '"*"'}; {'id': '42', 'type': 'block', 'children': ['43', '59']}; {'id': '43', 'type': 'try_statement', 'children': ['44', '53']}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'imported'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'do_import_module'}; {'id': '52', 'type': 'argument_list', 'children': []}; {'id': '53', 'type': 'except_clause', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'exceptions'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'AstroidBuildingError'}; {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'continue_statement', 'children': []}; {'id': '59', 'type': 'for_statement', 'children': ['60', '61', '66']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'imported'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'public_names'}; {'id': '65', 'type': 'argument_list', 'children': []}; {'id': '66', 'type': 'block', 'children': ['67', '77']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '74']}; {'id': '69', 'type': 'attribute', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'set_local'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'sort_locals'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}; {'id': '81', 'type': 'subscript', 'children': ['82', '91']}; {'id': '82', 'type': 'attribute', 'children': ['83', '90']}; {'id': '83', 'type': 'call', 'children': ['84', '89']}; {'id': '84', 'type': 'attribute', 'children': ['85', '88']}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '89', 'type': 'argument_list', 'children': []}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'locals'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '92', 'type': 'else_clause', 'children': ['93']}; {'id': '93', 'type': 'block', 'children': ['94', '106']}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}; {'id': '95', 'type': 'call', 'children': ['96', '101']}; {'id': '96', 'type': 'attribute', 'children': ['97', '100']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'set_local'}; {'id': '101', 'type': 'argument_list', 'children': ['102', '105']}; {'id': '102', 'type': 'boolean_operator', 'children': ['103', '104'], 'value': 'or'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'asname'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}; {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'sort_locals'}; {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'subscript', 'children': ['111', '120']}; {'id': '111', 'type': 'attribute', 'children': ['112', '119']}; {'id': '112', 'type': 'call', 'children': ['113', '118']}; {'id': '113', 'type': 'attribute', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '118', 'type': 'argument_list', 'children': []}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'locals'}; {'id': '120', 'type': 'boolean_operator', 'children': ['121', '122'], 'value': 'or'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'asname'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'name'} | def add_from_names_to_locals(self, node):
_key_func = lambda node: node.fromlineno
def sort_locals(my_list):
my_list.sort(key=_key_func)
for (name, asname) in node.names:
if name == "*":
try:
imported = node.do_import_module()
except exceptions.AstroidBuildingError:
continue
for name in imported.public_names():
node.parent.set_local(name, node)
sort_locals(node.parent.scope().locals[name])
else:
node.parent.set_local(asname or name, node)
sort_locals(node.parent.scope().locals[asname or name]) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nearest'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '21', '27', '72']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'myroot'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '14', 'type': 'argument_list', 'children': []}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'mylineno'}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'fromlineno'}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'nearest'}; {'id': '24', 'type': 'expression_list', 'children': ['25', '26']}; {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '27', 'type': 'for_statement', 'children': ['28', '29', '30']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '30', 'type': 'block', 'children': ['31', '45', '51', '59']}; {'id': '31', 'type': 'assert_statement', 'children': ['32', '39']}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '38'], 'value': 'is'}; {'id': '33', 'type': 'call', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '37', 'type': 'argument_list', 'children': []}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'myroot'}; {'id': '39', 'type': '()', 'children': ['40']}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '42'], 'value': '%'}; {'id': '41', 'type': 'string', 'children': [], 'value': '"nodes %s and %s are not from the same module"'}; {'id': '42', 'type': 'tuple', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'lineno'}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'fromlineno'}; {'id': '51', 'type': 'if_statement', 'children': ['52', '57']}; {'id': '52', 'type': 'comparison_operator', 'children': ['53', '56'], 'value': '>'}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'fromlineno'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'mylineno'}; {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'break_statement', 'children': []}; {'id': '59', 'type': 'if_statement', 'children': ['60', '65']}; {'id': '60', 'type': 'comparison_operator', 'children': ['61', '62'], 'value': '>'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'lineno'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'nearest'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'nearest'}; {'id': '69', 'type': 'expression_list', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'lineno'}; {'id': '72', 'type': 'return_statement', 'children': ['73']}; {'id': '73', 'type': 'subscript', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'nearest'}; {'id': '75', 'type': 'integer', 'children': [], 'value': '0'} | def nearest(self, nodes):
myroot = self.root()
mylineno = self.fromlineno
nearest = None, 0
for node in nodes:
assert node.root() is myroot, (
"nodes %s and %s are not from the same module" % (self, node)
)
lineno = node.fromlineno
if node.fromlineno > mylineno:
break
if lineno > nearest[1]:
nearest = node, lineno
return nearest[0] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'object_type'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '31', '46']}; {'id': '9', 'type': 'try_statement', 'children': ['10', '22']}; {'id': '10', 'type': 'block', 'children': ['11']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'types'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': '_object_type'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '22', 'type': 'except_clause', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'exceptions'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'InferenceError'}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'return_statement', 'children': ['28']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'util'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'Uninferable'}; {'id': '31', 'type': 'if_statement', 'children': ['32', '41']}; {'id': '32', 'type': 'boolean_operator', 'children': ['33', '39'], 'value': 'or'}; {'id': '33', 'type': 'comparison_operator', 'children': ['34', '38'], 'value': '>'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'types'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '39', 'type': 'not_operator', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'types'}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'return_statement', 'children': ['43']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'util'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'Uninferable'}; {'id': '46', 'type': 'return_statement', 'children': ['47']}; {'id': '47', 'type': 'subscript', 'children': ['48', '52']}; {'id': '48', 'type': 'call', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'types'}; {'id': '52', 'type': 'integer', 'children': [], 'value': '0'} | def object_type(node, context=None):
try:
types = set(_object_type(node, context))
except exceptions.InferenceError:
return util.Uninferable
if len(types) > 1 or not types:
return util.Uninferable
return list(types)[0] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_deffacts'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'call', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '9', 'type': 'argument_list', 'children': ['10', '16']}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_get_by_type'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'DefFacts'}; {'id': '16', 'type': 'keyword_argument', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '18', 'type': 'lambda', 'children': ['19', '21']}; {'id': '19', 'type': 'lambda_parameters', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'order'} | def get_deffacts(self):
return sorted(self._get_by_type(DefFacts), key=lambda d: d.order) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'json_dumps'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'return_statement', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '33']}; {'id': '9', 'type': 'attribute', 'children': ['10', '32']}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'dumps'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '16', '21', '24', '29']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '16', 'type': 'keyword_argument', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'separators'}; {'id': '18', 'type': 'tuple', 'children': ['19', '20']}; {'id': '19', 'type': 'string', 'children': [], 'value': "','"}; {'id': '20', 'type': 'string', 'children': [], 'value': "':'"}; {'id': '21', 'type': 'keyword_argument', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'sort_keys'}; {'id': '23', 'type': 'True', 'children': []}; {'id': '24', 'type': 'keyword_argument', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'json_encoder'}; {'id': '29', 'type': 'keyword_argument', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'ensure_ascii'}; {'id': '31', 'type': 'False', 'children': []}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'string', 'children': [], 'value': "'utf8'"} | def json_dumps(self, data):
return json.dumps(
data,
separators=(',', ':'),
sort_keys=True,
cls=self.json_encoder,
ensure_ascii=False
).encode('utf8') |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'create_waveform_generator'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'variable_params'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'recalibration'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'dictionary_splat_pattern', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'static_params'}; {'id': '14', 'type': 'block', 'children': ['15', '31', '40', '44', '106', '145']}; {'id': '15', 'type': 'try_statement', 'children': ['16', '23']}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'approximant'}; {'id': '20', 'type': 'subscript', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'static_params'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'approximant'"}; {'id': '23', 'type': 'except_clause', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"no approximant provided in the static args"'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'generator_function'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'generator'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'select_waveform_generator'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'approximant'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '43', 'type': 'None', 'children': []}; {'id': '44', 'type': 'for_statement', 'children': ['45', '46', '51']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '50', 'type': 'argument_list', 'children': []}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'if_statement', 'children': ['53', '56', '75']}; {'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': 'is'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '55', 'type': 'None', 'children': []}; {'id': '56', 'type': 'block', 'children': ['57', '63', '69']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'delta_t'}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'delta_t'}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'assignment', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '75', 'type': 'else_clause', 'children': ['76']}; {'id': '76', 'type': 'block', 'children': ['77']}; {'id': '77', 'type': 'if_statement', 'children': ['78', '98']}; {'id': '78', 'type': 'not_operator', 'children': ['79']}; {'id': '79', 'type': 'call', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '81', 'type': 'argument_list', 'children': ['82']}; {'id': '82', 'type': 'list', 'children': ['83', '88', '93'], 'value': '[d.delta_f == delta_f, d.delta_t == delta_t,\n d.start_time == start_time]'}; {'id': '83', 'type': 'comparison_operator', 'children': ['84', '87'], 'value': '=='}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '88', 'type': 'comparison_operator', 'children': ['89', '92'], 'value': '=='}; {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'delta_t'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'delta_t'}; {'id': '93', 'type': 'comparison_operator', 'children': ['94', '97'], 'value': '=='}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '98', 'type': 'block', 'children': ['99']}; {'id': '99', 'type': 'raise_statement', 'children': ['100']}; {'id': '100', 'type': 'call', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}; {'id': '103', 'type': 'concatenated_string', 'children': ['104', '105']}; {'id': '104', 'type': 'string', 'children': [], 'value': '"data must all have the same delta_t, "'}; {'id': '105', 'type': 'string', 'children': [], 'value': '"delta_f, and start_time"'}; 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{'id': '120', 'type': 'identifier', 'children': [], 'value': 'variable_params'}; {'id': '121', 'type': 'keyword_argument', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'detectors'}; {'id': '123', 'type': 'call', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'call', 'children': ['127', '130']}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '130', 'type': 'argument_list', 'children': []}; {'id': '131', 'type': 'keyword_argument', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '134', 'type': 'keyword_argument', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'delta_t'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'delta_t'}; {'id': '137', 'type': 'keyword_argument', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'recalib'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'recalibration'}; {'id': '140', 'type': 'keyword_argument', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '143', 'type': 'dictionary_splat', 'children': ['144']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'static_params'}; {'id': '145', 'type': 'return_statement', 'children': ['146']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'waveform_generator'} | def create_waveform_generator(variable_params, data,
recalibration=None, gates=None,
**static_params):
try:
approximant = static_params['approximant']
except KeyError:
raise ValueError("no approximant provided in the static args")
generator_function = generator.select_waveform_generator(approximant)
delta_f = None
for d in data.values():
if delta_f is None:
delta_f = d.delta_f
delta_t = d.delta_t
start_time = d.start_time
else:
if not all([d.delta_f == delta_f, d.delta_t == delta_t,
d.start_time == start_time]):
raise ValueError("data must all have the same delta_t, "
"delta_f, and start_time")
waveform_generator = generator.FDomainDetFrameGenerator(
generator_function, epoch=start_time,
variable_args=variable_params, detectors=list(data.keys()),
delta_f=delta_f, delta_t=delta_t,
recalib=recalibration, gates=gates,
**static_params)
return waveform_generator |
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{'id': '15', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '16', 'type': 'True', 'children': []}; {'id': '17', 'type': 'block', 'children': ['18', '32', '40', '48', '59', '70', '101', '115', '139', '144', '160', '168', '178', '207', '214']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '23']}; {'id': '20', 'type': 'pattern_list', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'list_splat', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'dict_'}; 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{'id': '46', 'type': 'identifier', 'children': [], 'value': 'val_format'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'nckey'}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'call', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '56', 'type': 'argument_list', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'ncval'}; {'id': '62', 'type': 'call', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '67', 'type': 'argument_list', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '70', 'type': 'if_statement', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '72', 'type': 'block', 'children': ['73', '79', '90']}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '78']}; {'id': '75', 'type': 'pattern_list', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'khead'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'vhead'}; 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{'id': '156', 'type': 'argument_list', 'children': ['157']}; {'id': '157', 'type': 'list_splat', 'children': ['158']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'divider'}; {'id': '160', 'type': 'expression_statement', 'children': ['161']}; {'id': '161', 'type': 'assignment', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '163', 'type': 'call', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '165', 'type': 'argument_list', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '168', 'type': 'if_statement', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '170', 'type': 'block', 'children': ['171']}; {'id': '171', 'type': 'expression_statement', 'children': ['172']}; {'id': '172', 'type': 'assignment', 'children': ['173', '174']}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '174', 'type': 'call', 'children': ['175', '176']}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '176', 'type': 'argument_list', 'children': ['177']}; {'id': '177', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '178', 'type': 'for_statement', 'children': ['179', '182', '183']}; {'id': '179', 'type': 'pattern_list', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '183', 'type': 'block', 'children': ['184', '194']}; {'id': '184', 'type': 'expression_statement', 'children': ['185']}; {'id': '185', 'type': 'assignment', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'fmt'}; {'id': '187', 'type': 'call', 'children': ['188', '191']}; {'id': '188', 'type': 'attribute', 'children': ['189', '190']}; {'id': '189', 'type': 'string', 'children': [], 'value': "'{{0:{0}s}} {{1}}'"}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '191', 'type': 'argument_list', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'nckey'}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'ncval'}; {'id': '194', 'type': 'expression_statement', 'children': ['195']}; {'id': '195', 'type': 'call', 'children': ['196', '199']}; {'id': '196', 'type': 'attribute', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '199', 'type': 'argument_list', 'children': ['200']}; {'id': '200', 'type': 'call', 'children': ['201', '204']}; {'id': '201', 'type': 'attribute', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'fmt'}; {'id': '203', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '204', 'type': 'argument_list', 'children': ['205', '206']}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '207', 'type': 'expression_statement', 'children': ['208']}; {'id': '208', 'type': 'call', 'children': ['209', '212']}; {'id': '209', 'type': 'attribute', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '212', 'type': 'argument_list', 'children': ['213']}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'divider'}; {'id': '214', 'type': 'return_statement', 'children': ['215']}; {'id': '215', 'type': 'call', 'children': ['216', '219']}; {'id': '216', 'type': 'attribute', 'children': ['217', '218']}; {'id': '217', 'type': 'string', 'children': [], 'value': "'\\n'"}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '219', 'type': 'argument_list', 'children': ['220']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'lines'} | def rst_dict_table(dict_, key_format=str, val_format=str, header=None,
sort=True):
keys, values = zip(*dict_.items())
keys = map(key_format, keys)
values = map(val_format, values)
nckey = max(map(len, keys))
ncval = max(map(len, values))
if header:
khead, vhead = header
nckey = max(nckey, len(khead))
ncval = max(ncval, len(vhead))
divider = "{} {}".format('='*nckey, '='*ncval)
def row(key, val):
fmt = '{{0:{0}s}} {{1}}'.format(nckey, ncval)
return fmt.format(key, val)
lines = [divider]
if header:
lines.extend((row(*header), divider))
params = zip(keys, values)
if sort:
params = sorted(params)
for key, val in params:
fmt = '{{0:{0}s}} {{1}}'.format(nckey, ncval)
lines.append(fmt.format(key, val))
lines.append(divider)
return '\n'.join(lines) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'read_transforms_from_config'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cp'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '7', 'type': 'string', 'children': [], 'value': '"transforms"'}; {'id': '8', 'type': 'block', 'children': ['9', '13', '53']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '12', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '21']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'subsection'}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'cp'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'get_subsections'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '21', 'type': 'block', 'children': ['22', '33', '46']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'cp'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'get_opt_tag'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31', '32']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '31', 'type': 'string', 'children': [], 'value': '"name"'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'subsection'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '36', 'type': 'call', 'children': ['37', '42']}; {'id': '37', 'type': 'attribute', 'children': ['38', '41']}; {'id': '38', 'type': 'subscript', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'transforms'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'from_config'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44', '45']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'cp'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'subsection'}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '53', 'type': 'return_statement', 'children': ['54']}; {'id': '54', 'type': 'call', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'order_transforms'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'trans'} | def read_transforms_from_config(cp, section="transforms"):
trans = []
for subsection in cp.get_subsections(section):
name = cp.get_opt_tag(section, "name", subsection)
t = transforms[name].from_config(cp, section, subsection)
trans.append(t)
return order_transforms(trans) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'samples_from_cli'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'dictionary_splat_pattern', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '11', 'type': 'block', 'children': ['12', '40', '50', '60', '72']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '22', '29']}; {'id': '13', 'type': 'boolean_operator', 'children': ['14', '17'], 'value': 'and'}; {'id': '14', 'type': 'comparison_operator', 'children': ['15', '16'], 'value': 'is'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'comparison_operator', 'children': ['18', '21'], 'value': 'is'}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'variable_args'}; {'id': '29', 'type': 'elif_clause', 'children': ['30', '33']}; {'id': '30', 'type': 'comparison_operator', 'children': ['31', '32'], 'value': 'is'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '32', 'type': 'None', 'children': []}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '45']}; {'id': '42', 'type': 'pattern_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'extra_actions'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'extra_args_parser'}; {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'extra_args'}; {'id': '53', 'type': 'list_comprehension', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'act'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'dest'}; {'id': '57', 'type': 'for_in_clause', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'act'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'extra_actions'}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '63', 'type': 'call', 'children': ['64', '67']}; {'id': '64', 'type': 'attribute', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': '_get_optional_args'}; {'id': '67', 'type': 'argument_list', 'children': ['68', '69', '70']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'extra_args'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '70', 'type': 'dictionary_splat', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '72', 'type': 'return_statement', 'children': ['73']}; {'id': '73', 'type': 'call', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'read_samples'}; {'id': '77', 'type': 'argument_list', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '79', 'type': 'dictionary_splat', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | def samples_from_cli(self, opts, parameters=None, **kwargs):
if parameters is None and opts.parameters is None:
parameters = self.variable_args
elif parameters is None:
parameters = opts.parameters
_, extra_actions = self.extra_args_parser()
extra_args = [act.dest for act in extra_actions]
kwargs = self._get_optional_args(extra_args, opts, **kwargs)
return self.read_samples(parameters, **kwargs) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'data_from_cli'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '20', '33', '44', '58', '142', '146', '150', '154', '161', '198', '215', '265']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'gates_from_cli'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'psd_gates'}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'psd_gates_from_cli'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '23', 'type': 'conditional_expression', 'children': ['24', '27', '32'], 'value': 'if'}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '27', 'type': 'comparison_operator', 'children': ['28', '31'], 'value': 'is'}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '31', 'type': 'None', 'children': []}; {'id': '32', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'strain_from_cli_multi_ifos'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '40', '41']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '43', 'type': 'string', 'children': [], 'value': '"double"'}; {'id': '44', 'type': 'if_statement', 'children': ['45', '49']}; {'id': '45', 'type': 'not_operator', 'children': ['46']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'gate_overwhitened'}; {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'apply_gates_to_td'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '58', 'type': 'if_statement', 'children': ['59', '66', '122', '136']}; {'id': '59', 'type': 'boolean_operator', 'children': ['60', '63'], 'value': 'and'}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'psd_start_time'}; {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'psd_end_time'}; {'id': '66', 'type': 'block', 'children': ['67', '76', '80', '88', '96', '107', '114']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}; {'id': '73', 'type': 'concatenated_string', 'children': ['74', '75']}; {'id': '74', 'type': 'string', 'children': [], 'value': '"Will generate a different time series for PSD "'}; {'id': '75', 'type': 'string', 'children': [], 'value': '"estimation"'}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'psd_opts'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'assignment', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'psd_opts'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'gps_start_time'}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'psd_opts'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'psd_start_time'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'assignment', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'psd_opts'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'gps_end_time'}; {'id': '93', 'type': 'attribute', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'psd_opts'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'psd_end_time'}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}; {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'psd_strain_dict'}; {'id': '99', 'type': 'call', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'strain_from_cli_multi_ifos'}; {'id': '101', 'type': 'argument_list', 'children': ['102', '103', '104']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'psd_opts'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '104', 'type': 'keyword_argument', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '106', 'type': 'string', 'children': [], 'value': '"double"'}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'call', 'children': ['109', '112']}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'string', 'children': [], 'value': '"Applying gates to PSD data"'}; {'id': '114', 'type': 'expression_statement', 'children': ['115']}; {'id': '115', 'type': 'assignment', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'psd_strain_dict'}; {'id': '117', 'type': 'call', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'apply_gates_to_td'}; {'id': '119', 'type': 'argument_list', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'psd_strain_dict'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'psd_gates'}; {'id': '122', 'type': 'elif_clause', 'children': ['123', '130']}; {'id': '123', 'type': 'boolean_operator', 'children': ['124', '127'], 'value': 'or'}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'psd_start_time'}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'psd_end_time'}; {'id': '130', 'type': 'block', 'children': ['131']}; {'id': '131', 'type': 'raise_statement', 'children': ['132']}; {'id': '132', 'type': 'call', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '134', 'type': 'argument_list', 'children': ['135']}; {'id': '135', 'type': 'string', 'children': [], 'value': '"Must give --psd-start-time and --psd-end-time"'}; {'id': '136', 'type': 'else_clause', 'children': ['137']}; {'id': '137', 'type': 'block', 'children': ['138']}; {'id': '138', 'type': 'expression_statement', 'children': ['139']}; {'id': '139', 'type': 'assignment', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'psd_strain_dict'}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}; {'id': '143', 'type': 'assignment', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '145', 'type': 'dictionary', 'children': []}; {'id': '146', 'type': 'expression_statement', 'children': ['147']}; {'id': '147', 'type': 'assignment', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'length_dict'}; {'id': '149', 'type': 'dictionary', 'children': []}; {'id': '150', 'type': 'expression_statement', 'children': ['151']}; {'id': '151', 'type': 'assignment', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'delta_f_dict'}; {'id': '153', 'type': 'dictionary', 'children': []}; {'id': '154', 'type': 'expression_statement', 'children': ['155']}; {'id': '155', 'type': 'assignment', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'low_frequency_cutoff_dict'}; {'id': '157', 'type': 'call', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'low_frequency_cutoff_from_cli'}; {'id': '159', 'type': 'argument_list', 'children': ['160']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '161', 'type': 'for_statement', 'children': ['162', '163', '164']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '164', 'type': 'block', 'children': ['165', '177', '188']}; {'id': '165', 'type': 'expression_statement', 'children': ['166']}; {'id': '166', 'type': 'assignment', 'children': ['167', '170']}; {'id': '167', 'type': 'subscript', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '170', 'type': 'call', 'children': ['171', '176']}; {'id': '171', 'type': 'attribute', 'children': ['172', '175']}; {'id': '172', 'type': 'subscript', 'children': ['173', '174']}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'to_frequencyseries'}; {'id': '176', 'type': 'argument_list', 'children': []}; {'id': '177', 'type': 'expression_statement', 'children': ['178']}; {'id': '178', 'type': 'assignment', 'children': ['179', '182']}; {'id': '179', 'type': 'subscript', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'length_dict'}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '182', 'type': 'call', 'children': ['183', '184']}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '184', 'type': 'argument_list', 'children': ['185']}; {'id': '185', 'type': 'subscript', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '188', 'type': 'expression_statement', 'children': ['189']}; {'id': '189', 'type': 'assignment', 'children': ['190', '193']}; {'id': '190', 'type': 'subscript', 'children': ['191', '192']}; {'id': '191', 'type': 'identifier', 'children': [], 'value': 'delta_f_dict'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '193', 'type': 'attribute', 'children': ['194', '197']}; {'id': '194', 'type': 'subscript', 'children': ['195', '196']}; {'id': '195', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'delta_f'}; {'id': '198', 'type': 'expression_statement', 'children': ['199']}; {'id': '199', 'type': 'assignment', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'psd_dict'}; {'id': '201', 'type': 'call', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'psd_from_cli_multi_ifos'}; {'id': '203', 'type': 'argument_list', 'children': ['204', '205', '206', '207', '208', '209', '212']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '205', 'type': 'identifier', 'children': [], 'value': 'length_dict'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'delta_f_dict'}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'low_frequency_cutoff_dict'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'instruments'}; {'id': '209', 'type': 'keyword_argument', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'psd_strain_dict'}; {'id': '212', 'type': 'keyword_argument', 'children': ['213', '214']}; {'id': '213', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '214', 'type': 'string', 'children': [], 'value': '"double"'}; {'id': '215', 'type': 'if_statement', 'children': ['216', '225']}; {'id': '216', 'type': 'boolean_operator', 'children': ['217', '220'], 'value': 'and'}; {'id': '217', 'type': 'attribute', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '219', 'type': 'identifier', 'children': [], 'value': 'gate_overwhitened'}; {'id': '220', 'type': 'comparison_operator', 'children': ['221', '224'], 'value': 'is'}; {'id': '221', 'type': 'attribute', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'gate'}; {'id': '224', 'type': 'None', 'children': []}; {'id': '225', 'type': 'block', 'children': ['226', '233', '245', '253']}; {'id': '226', 'type': 'expression_statement', 'children': ['227']}; {'id': '227', 'type': 'call', 'children': ['228', '231']}; {'id': '228', 'type': 'attribute', 'children': ['229', '230']}; {'id': '229', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '231', 'type': 'argument_list', 'children': ['232']}; {'id': '232', 'type': 'string', 'children': [], 'value': '"Applying gates to overwhitened data"'}; {'id': '233', 'type': 'for_statement', 'children': ['234', '235', '236']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '235', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '236', 'type': 'block', 'children': ['237']}; {'id': '237', 'type': 'expression_statement', 'children': ['238']}; {'id': '238', 'type': 'augmented_assignment', 'children': ['239', '242'], 'value': '/='}; {'id': '239', 'type': 'subscript', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '241', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '242', 'type': 'subscript', 'children': ['243', '244']}; {'id': '243', 'type': 'identifier', 'children': [], 'value': 'psd_dict'}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '245', 'type': 'expression_statement', 'children': ['246']}; {'id': '246', 'type': 'assignment', 'children': ['247', '248']}; {'id': '247', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '248', 'type': 'call', 'children': ['249', '250']}; {'id': '249', 'type': 'identifier', 'children': [], 'value': 'apply_gates_to_fd'}; {'id': '250', 'type': 'argument_list', 'children': ['251', '252']}; {'id': '251', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '253', 'type': 'for_statement', 'children': ['254', '255', '256']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'gates'}; {'id': '256', 'type': 'block', 'children': ['257']}; {'id': '257', 'type': 'expression_statement', 'children': ['258']}; {'id': '258', 'type': 'augmented_assignment', 'children': ['259', '262'], 'value': '*='}; {'id': '259', 'type': 'subscript', 'children': ['260', '261']}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '262', 'type': 'subscript', 'children': ['263', '264']}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'psd_dict'}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'ifo'}; {'id': '265', 'type': 'return_statement', 'children': ['266']}; {'id': '266', 'type': 'expression_list', 'children': ['267', '268', '269']}; {'id': '267', 'type': 'identifier', 'children': [], 'value': 'strain_dict'}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'stilde_dict'}; {'id': '269', 'type': 'identifier', 'children': [], 'value': 'psd_dict'} | def data_from_cli(opts):
gates = gates_from_cli(opts)
psd_gates = psd_gates_from_cli(opts)
instruments = opts.instruments if opts.instruments is not None else []
strain_dict = strain_from_cli_multi_ifos(opts, instruments,
precision="double")
if not opts.gate_overwhitened:
strain_dict = apply_gates_to_td(strain_dict, gates)
if opts.psd_start_time and opts.psd_end_time:
logging.info("Will generate a different time series for PSD "
"estimation")
psd_opts = opts
psd_opts.gps_start_time = psd_opts.psd_start_time
psd_opts.gps_end_time = psd_opts.psd_end_time
psd_strain_dict = strain_from_cli_multi_ifos(psd_opts,
instruments,
precision="double")
logging.info("Applying gates to PSD data")
psd_strain_dict = apply_gates_to_td(psd_strain_dict, psd_gates)
elif opts.psd_start_time or opts.psd_end_time:
raise ValueError("Must give --psd-start-time and --psd-end-time")
else:
psd_strain_dict = strain_dict
stilde_dict = {}
length_dict = {}
delta_f_dict = {}
low_frequency_cutoff_dict = low_frequency_cutoff_from_cli(opts)
for ifo in instruments:
stilde_dict[ifo] = strain_dict[ifo].to_frequencyseries()
length_dict[ifo] = len(stilde_dict[ifo])
delta_f_dict[ifo] = stilde_dict[ifo].delta_f
psd_dict = psd_from_cli_multi_ifos(
opts, length_dict, delta_f_dict, low_frequency_cutoff_dict,
instruments, strain_dict=psd_strain_dict, precision="double")
if opts.gate_overwhitened and opts.gate is not None:
logging.info("Applying gates to overwhitened data")
for ifo in gates:
stilde_dict[ifo] /= psd_dict[ifo]
stilde_dict = apply_gates_to_fd(stilde_dict, gates)
for ifo in gates:
stilde_dict[ifo] *= psd_dict[ifo]
return strain_dict, stilde_dict, psd_dict |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '7', 'type': 'unary_operator', 'children': ['8'], 'value': '-'}; {'id': '8', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '11', 'type': 'string', 'children': [], 'value': "'quicksort'"}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'order'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'try_statement', 'children': ['17', '36']}; {'id': '17', 'type': 'block', 'children': ['18']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '25']}; {'id': '20', 'type': 'attribute', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'numpy'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'recarray'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27', '30', '33']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'keyword_argument', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'order'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'order'}; {'id': '36', 'type': 'except_clause', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '38', 'type': 'block', 'children': ['39', '51']}; {'id': '39', 'type': 'if_statement', 'children': ['40', '45']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'order'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '45', 'type': 'block', 'children': ['46']}; {'id': '46', 'type': 'raise_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'string', 'children': [], 'value': '"Cannot process more than one order field"'}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '57']}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '55', 'type': 'slice', 'children': ['56']}; {'id': '56', 'type': 'colon', 'children': []}; {'id': '57', 'type': 'subscript', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'numpy'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'order'} | def sort(self, axis=-1, kind='quicksort', order=None):
try:
numpy.recarray.sort(self, axis=axis, kind=kind, order=order)
except ValueError:
if isinstance(order, list):
raise ValueError("Cannot process more than one order field")
self[:] = self[numpy.argsort(self[order])] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'emit_containers'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'containers'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '8', 'type': 'True', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '28', '47']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'containers'}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '15', 'type': 'argument_list', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'containers'}; {'id': '17', 'type': 'keyword_argument', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '19', 'type': 'lambda', 'children': ['20', '22']}; {'id': '20', 'type': 'lambda_parameters', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'string', 'children': [], 'value': "'name'"}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'task_definition'}; {'id': '31', 'type': 'dictionary', 'children': ['32', '37', '40']}; {'id': '32', 'type': 'pair', 'children': ['33', '34']}; {'id': '33', 'type': 'string', 'children': [], 'value': "'family'"}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'family'}; {'id': '37', 'type': 'pair', 'children': ['38', '39']}; {'id': '38', 'type': 'string', 'children': [], 'value': "'containerDefinitions'"}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'containers'}; {'id': '40', 'type': 'pair', 'children': ['41', '42']}; {'id': '41', 'type': 'string', 'children': [], 'value': "'volumes'"}; {'id': '42', 'type': 'boolean_operator', 'children': ['43', '46'], 'value': 'or'}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'volumes'}; {'id': '46', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '47', 'type': 'if_statement', 'children': ['48', '49', '63']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'return_statement', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'dumps'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57', '60']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'task_definition'}; {'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'indent'}; {'id': '59', 'type': 'integer', 'children': [], 'value': '4'}; {'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'sort_keys'}; {'id': '62', 'type': 'True', 'children': []}; {'id': '63', 'type': 'else_clause', 'children': ['64']}; {'id': '64', 'type': 'block', 'children': ['65']}; {'id': '65', 'type': 'return_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'dumps'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'task_definition'} | def emit_containers(self, containers, verbose=True):
containers = sorted(containers, key=lambda c: c.get('name'))
task_definition = {
'family': self.family,
'containerDefinitions': containers,
'volumes': self.volumes or []
}
if verbose:
return json.dumps(task_definition, indent=4, sort_keys=True)
else:
return json.dumps(task_definition) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_completions'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'completions_gen'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '45']}; {'id': '6', 'type': 'import_from_statement', 'children': ['7', '10']}; {'id': '7', 'type': 'dotted_name', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'knack'}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'help'}; {'id': '10', 'type': 'dotted_name', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'REQUIRED_TAG'}; {'id': '12', 'type': 'function_definition', 'children': ['13', '14', '16']}; {'id': '13', 'type': 'function_name', 'children': [], 'value': '_get_weight'}; {'id': '14', 'type': 'parameters', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '16', 'type': 'block', 'children': ['17', '21', '39']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'priority'}; {'id': '20', 'type': 'string', 'children': [], 'value': "''"}; {'id': '21', 'type': 'if_statement', 'children': ['22', '34']}; {'id': '22', 'type': 'boolean_operator', 'children': ['23', '26'], 'value': 'and'}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'display_meta'}; {'id': '26', 'type': 'call', 'children': ['27', '32']}; {'id': '27', 'type': 'attribute', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'display_meta'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'REQUIRED_TAG'}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'priority'}; {'id': '38', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '39', 'type': 'return_statement', 'children': ['40']}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '42'], 'value': '+'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'priority'}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '45', 'type': 'return_statement', 'children': ['46']}; {'id': '46', 'type': 'call', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '48', 'type': 'argument_list', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'completions_gen'}; {'id': '50', 'type': 'keyword_argument', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': '_get_weight'} | def sort_completions(completions_gen):
from knack.help import REQUIRED_TAG
def _get_weight(val):
priority = ''
if val.display_meta and val.display_meta.startswith(REQUIRED_TAG):
priority = ' '
return priority + val.text
return sorted(completions_gen, key=_get_weight) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'attr_list'}; {'id': '3', 'type': 'parameters', 'children': ['4', '7', '10']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'label'}; {'id': '6', 'type': 'None', 'children': []}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '12', 'type': 'None', 'children': []}; {'id': '13', 'type': 'block', 'children': ['14', '23', '29']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'a_list'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21', '22']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'label'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '23', 'type': 'if_statement', 'children': ['24', '26']}; {'id': '24', 'type': 'not_operator', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'return_statement', 'children': ['28']}; {'id': '28', 'type': 'string', 'children': [], 'value': "''"}; {'id': '29', 'type': 'return_statement', 'children': ['30']}; {'id': '30', 'type': 'binary_operator', 'children': ['31', '32'], 'value': '%'}; {'id': '31', 'type': 'string', 'children': [], 'value': "' [%s]'"}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'content'} | def attr_list(label=None, kwargs=None, attributes=None):
content = a_list(label, kwargs, attributes)
if not content:
return ''
return ' [%s]' % content |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'mapping_items'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': '_iteritems'}; {'id': '7', 'type': 'attribute', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': '_compat'}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'iteritems'}; {'id': '10', 'type': 'block', 'children': ['11', '30']}; {'id': '11', 'type': 'if_statement', 'children': ['12', '18']}; {'id': '12', 'type': 'comparison_operator', 'children': ['13', '17'], 'value': 'is'}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '18', 'type': 'block', 'children': ['19']}; {'id': '19', 'type': 'return_statement', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'iter'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': '_iteritems'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '30', 'type': 'return_statement', 'children': ['31']}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': '_iteritems'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'mapping'} | def mapping_items(mapping, _iteritems=_compat.iteritems):
if type(mapping) is dict:
return iter(sorted(_iteritems(mapping)))
return _iteritems(mapping) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'convert_tensor_to_probability_map'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '7', 'type': 'block', 'children': ['8', '10', '22', '33', '200', '212', '333']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'string', 'children': [], 'value': "'''\n This converter tries to convert a special operator 'TensorToProbabilityMap' into a sequence of some ONNX operators.\n Those operators are used to create a dictionary in which keys are class labels and values are the associated\n probabilities. We assume that the elements in the given probability tensor are aligned with the class labels\n specified in the CoreML model.\n Notice that ONNX<1.2 doesn't support a CoreML classifier with a batch size larger than one because old ONNX ZipMap\n is not able to produce a sequence of dictionaries. This issue has been fixed in ONNX-1.2.\n '''"}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '13', 'type': 'dictionary', 'children': ['14']}; {'id': '14', 'type': 'pair', 'children': ['15', '16']}; {'id': '15', 'type': 'string', 'children': [], 'value': "'name'"}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'get_unique_operator_name'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'string', 'children': [], 'value': "'ZipMap'"}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'model_type'}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'raw_operator'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'WhichOneof'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'string', 'children': [], 'value': "'Type'"}; {'id': '33', 'type': 'if_statement', 'children': ['34', '37', '113', '193']}; {'id': '34', 'type': 'comparison_operator', 'children': ['35', '36'], 'value': '=='}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'model_type'}; {'id': '36', 'type': 'string', 'children': [], 'value': "'neuralNetworkClassifier'"}; {'id': '37', 'type': 'block', 'children': ['38', '46']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '41', 'type': 'attribute', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'raw_operator'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'neuralNetworkClassifier'}; {'id': '46', 'type': 'if_statement', 'children': ['47', '55', '77', '106']}; {'id': '47', 'type': 'comparison_operator', 'children': ['48', '54'], 'value': '=='}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'WhichOneof'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'string', 'children': [], 'value': "'ClassLabels'"}; {'id': '54', 'type': 'string', 'children': [], 'value': "'stringClassLabels'"}; {'id': '55', 'type': 'block', 'children': ['56']}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '61']}; {'id': '58', 'type': 'subscript', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '60', 'type': 'string', 'children': [], 'value': "'classlabels_strings'"}; {'id': '61', 'type': 'call', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '63', 'type': 'generator_expression', 'children': ['64', '70']}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '70', 'type': 'for_in_clause', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '72', 'type': 'attribute', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'stringClassLabels'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'vector'}; {'id': '77', 'type': 'elif_clause', 'children': ['78', '86']}; {'id': '78', 'type': 'comparison_operator', 'children': ['79', '85'], 'value': '=='}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'WhichOneof'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'string', 'children': [], 'value': "'ClassLabels'"}; {'id': '85', 'type': 'string', 'children': [], 'value': "'int64ClassLabels'"}; {'id': '86', 'type': 'block', 'children': ['87']}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '92']}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '91', 'type': 'string', 'children': [], 'value': "'classlabels_int64s'"}; {'id': '92', 'type': 'call', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '94', 'type': 'generator_expression', 'children': ['95', '99']}; {'id': '95', 'type': 'call', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '97', 'type': 'argument_list', 'children': ['98']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '99', 'type': 'for_in_clause', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '101', 'type': 'attribute', 'children': ['102', '105']}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'int64ClassLabels'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'vector'}; {'id': '106', 'type': 'else_clause', 'children': ['107']}; {'id': '107', 'type': 'block', 'children': ['108']}; {'id': '108', 'type': 'raise_statement', 'children': ['109']}; {'id': '109', 'type': 'call', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '111', 'type': 'argument_list', 'children': ['112']}; {'id': '112', 'type': 'string', 'children': [], 'value': "'Unknown label type found'"}; {'id': '113', 'type': 'elif_clause', 'children': ['114', '117']}; {'id': '114', 'type': 'comparison_operator', 'children': ['115', '116'], 'value': '=='}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'model_type'}; {'id': '116', 'type': 'string', 'children': [], 'value': "'pipelineClassifier'"}; {'id': '117', 'type': 'block', 'children': ['118', '126']}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '121', 'type': 'attribute', 'children': ['122', '125']}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'raw_operator'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'pipelineClassifier'}; {'id': '126', 'type': 'if_statement', 'children': ['127', '135', '157', '186']}; {'id': '127', 'type': 'comparison_operator', 'children': ['128', '134'], 'value': '=='}; {'id': '128', 'type': 'call', 'children': ['129', '132']}; {'id': '129', 'type': 'attribute', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'WhichOneof'}; {'id': '132', 'type': 'argument_list', 'children': ['133']}; {'id': '133', 'type': 'string', 'children': [], 'value': "'ClassLabels'"}; {'id': '134', 'type': 'string', 'children': [], 'value': "'stringClassLabels'"}; {'id': '135', 'type': 'block', 'children': ['136']}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}; {'id': '137', 'type': 'assignment', 'children': ['138', '141']}; {'id': '138', 'type': 'subscript', 'children': ['139', '140']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '140', 'type': 'string', 'children': [], 'value': "'classlabels_strings'"}; {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '143', 'type': 'generator_expression', 'children': ['144', '150']}; {'id': '144', 'type': 'call', 'children': ['145', '148']}; {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '148', 'type': 'argument_list', 'children': ['149']}; {'id': '149', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '150', 'type': 'for_in_clause', 'children': ['151', '152']}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '152', 'type': 'attribute', 'children': ['153', '156']}; {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'stringClassLabels'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'vector'}; {'id': '157', 'type': 'elif_clause', 'children': ['158', '166']}; {'id': '158', 'type': 'comparison_operator', 'children': ['159', '165'], 'value': '=='}; {'id': '159', 'type': 'call', 'children': ['160', '163']}; {'id': '160', 'type': 'attribute', 'children': ['161', '162']}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'WhichOneof'}; {'id': '163', 'type': 'argument_list', 'children': ['164']}; {'id': '164', 'type': 'string', 'children': [], 'value': "'ClassLabels'"}; {'id': '165', 'type': 'string', 'children': [], 'value': "'int64ClassLabels'"}; {'id': '166', 'type': 'block', 'children': ['167']}; {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'assignment', 'children': ['169', '172']}; {'id': '169', 'type': 'subscript', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '171', 'type': 'string', 'children': [], 'value': "'classlabels_int64s'"}; {'id': '172', 'type': 'call', 'children': ['173', '174']}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '174', 'type': 'generator_expression', 'children': ['175', '179']}; {'id': '175', 'type': 'call', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '177', 'type': 'argument_list', 'children': ['178']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '179', 'type': 'for_in_clause', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '181', 'type': 'attribute', 'children': ['182', '185']}; {'id': '182', 'type': 'attribute', 'children': ['183', '184']}; {'id': '183', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'int64ClassLabels'}; {'id': '185', 'type': 'identifier', 'children': [], 'value': 'vector'}; {'id': '186', 'type': 'else_clause', 'children': ['187']}; {'id': '187', 'type': 'block', 'children': ['188']}; {'id': '188', 'type': 'raise_statement', 'children': ['189']}; {'id': '189', 'type': 'call', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'string', 'children': [], 'value': "'Unknown label type found'"}; {'id': '193', 'type': 'else_clause', 'children': ['194']}; {'id': '194', 'type': 'block', 'children': ['195']}; {'id': '195', 'type': 'raise_statement', 'children': ['196']}; {'id': '196', 'type': 'call', 'children': ['197', '198']}; {'id': '197', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '198', 'type': 'argument_list', 'children': ['199']}; {'id': '199', 'type': 'string', 'children': [], 'value': "'Only neural network classifiers and pipeline classifiers are supported'"}; {'id': '200', 'type': 'expression_statement', 'children': ['201']}; {'id': '201', 'type': 'assignment', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'input_shape'}; {'id': '203', 'type': 'attribute', 'children': ['204', '211']}; {'id': '204', 'type': 'attribute', 'children': ['205', '210']}; {'id': '205', 'type': 'subscript', 'children': ['206', '209']}; {'id': '206', 'type': 'attribute', 'children': ['207', '208']}; {'id': '207', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'inputs'}; {'id': '209', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '212', 'type': 'if_statement', 'children': ['213', '227', '321']}; {'id': '213', 'type': 'comparison_operator', 'children': ['214', '226'], 'value': '!='}; {'id': '214', 'type': 'call', 'children': ['215', '216']}; {'id': '215', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '216', 'type': 'argument_list', 'children': ['217']}; {'id': '217', 'type': 'attribute', 'children': ['218', '225']}; {'id': '218', 'type': 'attribute', 'children': ['219', '224']}; {'id': '219', 'type': 'subscript', 'children': ['220', '223']}; {'id': '220', 'type': 'attribute', 'children': ['221', '222']}; {'id': '221', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'inputs'}; {'id': '223', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '225', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '226', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '227', 'type': 'block', 'children': ['228', '248', '293', '302']}; {'id': '228', 'type': 'if_statement', 'children': ['229', '234', '241']}; {'id': '229', 'type': 'comparison_operator', 'children': ['230', '233'], 'value': '!='}; {'id': '230', 'type': 'subscript', 'children': ['231', '232']}; {'id': '231', 'type': 'identifier', 'children': [], 'value': 'input_shape'}; {'id': '232', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '233', 'type': 'string', 'children': [], 'value': "'None'"}; {'id': '234', 'type': 'block', 'children': ['235']}; {'id': '235', 'type': 'expression_statement', 'children': ['236']}; {'id': '236', 'type': 'assignment', 'children': ['237', '238']}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'N'}; {'id': '238', 'type': 'subscript', 'children': ['239', '240']}; {'id': '239', 'type': 'identifier', 'children': [], 'value': 'input_shape'}; {'id': '240', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '241', 'type': 'else_clause', 'children': ['242']}; {'id': '242', 'type': 'block', 'children': ['243']}; {'id': '243', 'type': 'expression_statement', 'children': ['244']}; {'id': '244', 'type': 'assignment', 'children': ['245', '246']}; {'id': '245', 'type': 'identifier', 'children': [], 'value': 'N'}; {'id': '246', 'type': 'unary_operator', 'children': ['247'], 'value': '-'}; {'id': '247', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '248', 'type': 'if_statement', 'children': ['249', '266', '286']}; {'id': '249', 'type': 'call', 'children': ['250', '251']}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '251', 'type': 'generator_expression', 'children': ['252', '259']}; {'id': '252', 'type': 'call', 'children': ['253', '254']}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '254', 'type': 'argument_list', 'children': ['255', '256']}; {'id': '255', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '256', 'type': 'attribute', 'children': ['257', '258']}; {'id': '257', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'Integral'}; {'id': '259', 'type': 'for_in_clause', 'children': ['260', '261']}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '261', 'type': 'subscript', 'children': ['262', '263']}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'input_shape'}; {'id': '263', 'type': 'slice', 'children': ['264', '265']}; {'id': '264', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '265', 'type': 'colon', 'children': []}; {'id': '266', 'type': 'block', 'children': ['267', '271']}; {'id': '267', 'type': 'expression_statement', 'children': ['268']}; {'id': '268', 'type': 'assignment', 'children': ['269', '270']}; {'id': '269', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '270', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '271', 'type': 'for_statement', 'children': ['272', '273', '278']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '273', 'type': 'subscript', 'children': ['274', '275']}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'input_shape'}; {'id': '275', 'type': 'slice', 'children': ['276', '277']}; {'id': '276', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '277', 'type': 'colon', 'children': []}; {'id': '278', 'type': 'block', 'children': ['279']}; {'id': '279', 'type': 'expression_statement', 'children': ['280']}; {'id': '280', 'type': 'augmented_assignment', 'children': ['281', '282'], 'value': '*='}; {'id': '281', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '282', 'type': 'call', 'children': ['283', '284']}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '284', 'type': 'argument_list', 'children': ['285']}; {'id': '285', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '286', 'type': 'else_clause', 'children': ['287']}; {'id': '287', 'type': 'block', 'children': ['288']}; {'id': '288', 'type': 'expression_statement', 'children': ['289']}; {'id': '289', 'type': 'assignment', 'children': ['290', '291']}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '291', 'type': 'unary_operator', 'children': ['292'], 'value': '-'}; {'id': '292', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '293', 'type': 'expression_statement', 'children': ['294']}; {'id': '294', 'type': 'assignment', 'children': ['295', '296']}; {'id': '295', 'type': 'identifier', 'children': [], 'value': 'buffer_name'}; {'id': '296', 'type': 'call', 'children': ['297', '300']}; {'id': '297', 'type': 'attribute', 'children': ['298', '299']}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '299', 'type': 'identifier', 'children': [], 'value': 'get_unique_variable_name'}; {'id': '300', 'type': 'argument_list', 'children': ['301']}; {'id': '301', 'type': 'string', 'children': [], 'value': "'buffer'"}; {'id': '302', 'type': 'expression_statement', 'children': ['303']}; {'id': '303', 'type': 'call', 'children': ['304', '305']}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'apply_reshape'}; {'id': '305', 'type': 'argument_list', 'children': ['306', '307', '314', '315', '316']}; {'id': '306', 'type': 'identifier', 'children': [], 'value': 'scope'}; {'id': '307', 'type': 'attribute', 'children': ['308', '313']}; {'id': '308', 'type': 'subscript', 'children': ['309', '312']}; {'id': '309', 'type': 'attribute', 'children': ['310', '311']}; {'id': '310', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '311', 'type': 'identifier', 'children': [], 'value': 'inputs'}; {'id': '312', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '313', 'type': 'identifier', 'children': [], 'value': 'full_name'}; {'id': '314', 'type': 'identifier', 'children': [], 'value': 'buffer_name'}; {'id': '315', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '316', 'type': 'keyword_argument', 'children': ['317', '318']}; {'id': '317', 'type': 'identifier', 'children': [], 'value': 'desired_shape'}; {'id': '318', 'type': 'list', 'children': ['319', '320'], 'value': '[N, C]'}; {'id': '319', 'type': 'identifier', 'children': [], 'value': 'N'}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '321', 'type': 'else_clause', 'children': ['322']}; {'id': '322', 'type': 'block', 'children': ['323']}; {'id': '323', 'type': 'expression_statement', 'children': ['324']}; {'id': '324', 'type': 'assignment', 'children': ['325', '326']}; {'id': '325', 'type': 'identifier', 'children': [], 'value': 'buffer_name'}; {'id': '326', 'type': 'attribute', 'children': ['327', '332']}; {'id': '327', 'type': 'subscript', 'children': ['328', '331']}; {'id': '328', 'type': 'attribute', 'children': ['329', '330']}; {'id': '329', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '330', 'type': 'identifier', 'children': [], 'value': 'inputs'}; {'id': '331', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'full_name'}; {'id': '333', 'type': 'expression_statement', 'children': ['334']}; {'id': '334', 'type': 'call', 'children': ['335', '338']}; {'id': '335', 'type': 'attribute', 'children': ['336', '337']}; {'id': '336', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '337', 'type': 'identifier', 'children': [], 'value': 'add_node'}; {'id': '338', 'type': 'argument_list', 'children': ['339', '340', '341', '348', '351']}; {'id': '339', 'type': 'string', 'children': [], 'value': "'ZipMap'"}; {'id': '340', 'type': 'identifier', 'children': [], 'value': 'buffer_name'}; {'id': '341', 'type': 'attribute', 'children': ['342', '347']}; {'id': '342', 'type': 'subscript', 'children': ['343', '346']}; {'id': '343', 'type': 'attribute', 'children': ['344', '345']}; {'id': '344', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '345', 'type': 'identifier', 'children': [], 'value': 'outputs'}; {'id': '346', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '347', 'type': 'identifier', 'children': [], 'value': 'full_name'}; {'id': '348', 'type': 'keyword_argument', 'children': ['349', '350']}; {'id': '349', 'type': 'identifier', 'children': [], 'value': 'op_domain'}; {'id': '350', 'type': 'string', 'children': [], 'value': "'ai.onnx.ml'"}; {'id': '351', 'type': 'dictionary_splat', 'children': ['352']}; {'id': '352', 'type': 'identifier', 'children': [], 'value': 'attrs'} | def convert_tensor_to_probability_map(scope, operator, container):
'''
This converter tries to convert a special operator 'TensorToProbabilityMap' into a sequence of some ONNX operators.
Those operators are used to create a dictionary in which keys are class labels and values are the associated
probabilities. We assume that the elements in the given probability tensor are aligned with the class labels
specified in the CoreML model.
Notice that ONNX<1.2 doesn't support a CoreML classifier with a batch size larger than one because old ONNX ZipMap
is not able to produce a sequence of dictionaries. This issue has been fixed in ONNX-1.2.
'''
attrs = {'name': scope.get_unique_operator_name('ZipMap')}
model_type = operator.raw_operator.WhichOneof('Type')
if model_type == 'neuralNetworkClassifier':
model = operator.raw_operator.neuralNetworkClassifier
if model.WhichOneof('ClassLabels') == 'stringClassLabels':
attrs['classlabels_strings'] = list(s.encode('utf-8') for s in model.stringClassLabels.vector)
elif model.WhichOneof('ClassLabels') == 'int64ClassLabels':
attrs['classlabels_int64s'] = list(int(i) for i in model.int64ClassLabels.vector)
else:
raise ValueError('Unknown label type found')
elif model_type == 'pipelineClassifier':
model = operator.raw_operator.pipelineClassifier
if model.WhichOneof('ClassLabels') == 'stringClassLabels':
attrs['classlabels_strings'] = list(s.encode('utf-8') for s in model.stringClassLabels.vector)
elif model.WhichOneof('ClassLabels') == 'int64ClassLabels':
attrs['classlabels_int64s'] = list(int(i) for i in model.int64ClassLabels.vector)
else:
raise ValueError('Unknown label type found')
else:
raise TypeError('Only neural network classifiers and pipeline classifiers are supported')
input_shape = operator.inputs[0].type.shape
if len(operator.inputs[0].type.shape) != 2:
if input_shape[0] != 'None':
N = input_shape[0]
else:
N = -1
if all(isinstance(i, numbers.Integral) for i in input_shape[1:]):
C = 1
for i in input_shape[1:]:
C *= int(i)
else:
C = -1
buffer_name = scope.get_unique_variable_name('buffer')
apply_reshape(scope, operator.inputs[0].full_name, buffer_name, container, desired_shape=[N, C])
else:
buffer_name = operator.inputs[0].full_name
container.add_node('ZipMap', buffer_name, operator.outputs[0].full_name,
op_domain='ai.onnx.ml', **attrs) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'group_and_sort_nodes'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '15', '143', '189']}; {'id': '7', 'type': 'boolean_operator', 'children': ['8', '11'], 'value': 'and'}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '11', 'type': 'not_operator', 'children': ['12']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'node_order'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'if_statement', 'children': ['17', '22', '59']}; {'id': '17', 'type': 'comparison_operator', 'children': ['18', '21'], 'value': '=='}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'group_order'}; {'id': '21', 'type': 'string', 'children': [], 'value': '"alphabetically"'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '28', 'type': 'list_comprehension', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '30', 'type': 'for_in_clause', 'children': ['31', '34']}; {'id': '31', 'type': 'pattern_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '47']}; {'id': '37', 'type': 'call', 'children': ['38', '43']}; {'id': '38', 'type': 'attribute', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '46', 'type': 'True', 'children': []}; {'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '49', 'type': 'lambda', 'children': ['50', '52']}; {'id': '50', 'type': 'lambda_parameters', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '52', 'type': 'subscript', 'children': ['53', '56']}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '59', 'type': 'elif_clause', 'children': ['60', '65']}; {'id': '60', 'type': 'comparison_operator', 'children': ['61', '64'], 'value': '=='}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'group_order'}; {'id': '64', 'type': 'string', 'children': [], 'value': '"default"'}; {'id': '65', 'type': 'block', 'children': ['66', '89', '99', '103', '137']}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'grp'}; {'id': '69', 'type': 'list_comprehension', 'children': ['70', '75']}; {'id': '70', 'type': 'subscript', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '75', 'type': 'for_in_clause', 'children': ['76', '79']}; {'id': '76', 'type': 'pattern_list', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '79', 'type': 'call', 'children': ['80', '85']}; {'id': '80', 'type': 'attribute', 'children': ['81', '84']}; {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'keyword_argument', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '88', 'type': 'True', 'children': []}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'assignment', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'grp_name'}; {'id': '92', 'type': 'call', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}; {'id': '95', 'type': 'call', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'unique_everseen'}; {'id': '97', 'type': 'argument_list', 'children': ['98']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'grp'}; {'id': '99', 'type': 'expression_statement', 'children': ['100']}; {'id': '100', 'type': 'assignment', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '102', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '103', 'type': 'for_statement', 'children': ['104', '105', '106']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'grp_name'}; {'id': '106', 'type': 'block', 'children': ['107']}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'call', 'children': ['109', '112']}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'list_comprehension', 'children': ['114', '115', '129']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '115', 'type': 'for_in_clause', 'children': ['116', '119']}; {'id': '116', 'type': 'pattern_list', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '119', 'type': 'call', 'children': ['120', '125']}; {'id': '120', 'type': 'attribute', 'children': ['121', '124']}; {'id': '121', 'type': 'attribute', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'keyword_argument', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '128', 'type': 'True', 'children': []}; {'id': '129', 'type': 'if_clause', 'children': ['130']}; {'id': '130', 'type': 'comparison_operator', 'children': ['131', '132'], 'value': 'in'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '132', 'type': 'call', 'children': ['133', '136']}; {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '136', 'type': 'argument_list', 'children': []}; {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'assignment', 'children': ['139', '142']}; {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '143', 'type': 'elif_clause', 'children': ['144', '152']}; {'id': '144', 'type': 'boolean_operator', 'children': ['145', '148'], 'value': 'and'}; {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'node_order'}; {'id': '148', 'type': 'not_operator', 'children': ['149']}; {'id': '149', 'type': 'attribute', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '152', 'type': 'block', 'children': ['153']}; {'id': '153', 'type': 'expression_statement', 'children': ['154']}; {'id': '154', 'type': 'assignment', 'children': ['155', '158']}; {'id': '155', 'type': 'attribute', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '158', 'type': 'list_comprehension', 'children': ['159', '160']}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '160', 'type': 'for_in_clause', 'children': ['161', '164']}; {'id': '161', 'type': 'pattern_list', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '163', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '164', 'type': 'call', 'children': ['165', '166']}; {'id': '165', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '166', 'type': 'argument_list', 'children': ['167', '177']}; {'id': '167', 'type': 'call', 'children': ['168', '173']}; {'id': '168', 'type': 'attribute', 'children': ['169', '172']}; {'id': '169', 'type': 'attribute', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '173', 'type': 'argument_list', 'children': ['174']}; {'id': '174', 'type': 'keyword_argument', 'children': ['175', '176']}; {'id': '175', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '176', 'type': 'True', 'children': []}; {'id': '177', 'type': 'keyword_argument', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '179', 'type': 'lambda', 'children': ['180', '182']}; {'id': '180', 'type': 'lambda_parameters', 'children': ['181']}; {'id': '181', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '182', 'type': 'subscript', 'children': ['183', '186']}; {'id': '183', 'type': 'subscript', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '185', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '186', 'type': 'attribute', 'children': ['187', '188']}; {'id': '187', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'node_order'}; {'id': '189', 'type': 'elif_clause', 'children': ['190', '197']}; {'id': '190', 'type': 'boolean_operator', 'children': ['191', '194'], 'value': 'and'}; {'id': '191', 'type': 'attribute', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '193', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '194', 'type': 'attribute', 'children': ['195', '196']}; {'id': '195', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'node_order'}; {'id': '197', 'type': 'block', 'children': ['198']}; {'id': '198', 'type': 'if_statement', 'children': ['199', '204', '249']}; {'id': '199', 'type': 'comparison_operator', 'children': ['200', '203'], 'value': '=='}; {'id': '200', 'type': 'attribute', 'children': ['201', '202']}; {'id': '201', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'group_order'}; {'id': '203', 'type': 'string', 'children': [], 'value': '"alphabetically"'}; {'id': '204', 'type': 'block', 'children': ['205']}; {'id': '205', 'type': 'expression_statement', 'children': ['206']}; {'id': '206', 'type': 'assignment', 'children': ['207', '210']}; {'id': '207', 'type': 'attribute', 'children': ['208', '209']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '209', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '210', 'type': 'list_comprehension', 'children': ['211', '212']}; {'id': '211', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '212', 'type': 'for_in_clause', 'children': ['213', '216']}; {'id': '213', 'type': 'pattern_list', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '215', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '216', 'type': 'call', 'children': ['217', '218']}; {'id': '217', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '218', 'type': 'argument_list', 'children': ['219', '229']}; {'id': '219', 'type': 'call', 'children': ['220', '225']}; {'id': '220', 'type': 'attribute', 'children': ['221', '224']}; {'id': '221', 'type': 'attribute', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '223', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '225', 'type': 'argument_list', 'children': ['226']}; {'id': '226', 'type': 'keyword_argument', 'children': ['227', '228']}; {'id': '227', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '228', 'type': 'True', 'children': []}; {'id': '229', 'type': 'keyword_argument', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '231', 'type': 'lambda', 'children': ['232', '234']}; {'id': '232', 'type': 'lambda_parameters', 'children': ['233']}; {'id': '233', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '234', 'type': 'tuple', 'children': ['235', '242']}; {'id': '235', 'type': 'subscript', 'children': ['236', '239']}; {'id': '236', 'type': 'subscript', 'children': ['237', '238']}; {'id': '237', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '238', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '239', 'type': 'attribute', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '241', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '242', 'type': 'subscript', 'children': ['243', '246']}; {'id': '243', 'type': 'subscript', 'children': ['244', '245']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '245', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '246', 'type': 'attribute', 'children': ['247', '248']}; {'id': '247', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'node_order'}; {'id': '249', 'type': 'elif_clause', 'children': ['250', '255']}; {'id': '250', 'type': 'comparison_operator', 'children': ['251', '254'], 'value': '=='}; {'id': '251', 'type': 'attribute', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '253', 'type': 'identifier', 'children': [], 'value': 'group_order'}; {'id': '254', 'type': 'string', 'children': [], 'value': '"default"'}; {'id': '255', 'type': 'block', 'children': ['256', '279', '289', '293', '342']}; {'id': '256', 'type': 'expression_statement', 'children': ['257']}; {'id': '257', 'type': 'assignment', 'children': ['258', '259']}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'grp'}; {'id': '259', 'type': 'list_comprehension', 'children': ['260', '265']}; {'id': '260', 'type': 'subscript', 'children': ['261', '262']}; {'id': '261', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '262', 'type': 'attribute', 'children': ['263', '264']}; {'id': '263', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'node_grouping'}; {'id': '265', 'type': 'for_in_clause', 'children': ['266', '269']}; {'id': '266', 'type': 'pattern_list', 'children': ['267', '268']}; {'id': '267', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '269', 'type': 'call', 'children': ['270', '275']}; {'id': '270', 'type': 'attribute', 'children': ['271', '274']}; {'id': '271', 'type': 'attribute', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '273', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '275', 'type': 'argument_list', 'children': ['276']}; {'id': '276', 'type': 'keyword_argument', 'children': ['277', '278']}; {'id': '277', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '278', 'type': 'True', 'children': []}; {'id': '279', 'type': 'expression_statement', 'children': ['280']}; {'id': '280', 'type': 'assignment', 'children': ['281', '282']}; {'id': '281', 'type': 'identifier', 'children': [], 'value': 'grp_name'}; {'id': '282', 'type': 'call', 'children': ['283', '284']}; {'id': '283', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '284', 'type': 'argument_list', 'children': ['285']}; {'id': '285', 'type': 'call', 'children': ['286', '287']}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'unique_everseen'}; {'id': '287', 'type': 'argument_list', 'children': ['288']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'grp'}; {'id': '289', 'type': 'expression_statement', 'children': ['290']}; {'id': '290', 'type': 'assignment', 'children': ['291', '292']}; {'id': '291', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '292', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '293', 'type': 'for_statement', 'children': ['294', '295', '296']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '295', 'type': 'identifier', 'children': [], 'value': 'grp_name'}; {'id': '296', 'type': 'block', 'children': ['297']}; {'id': '297', 'type': 'expression_statement', 'children': ['298']}; {'id': '298', 'type': 'call', 'children': ['299', '302']}; {'id': '299', 'type': 'attribute', 'children': ['300', '301']}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '301', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '302', 'type': 'argument_list', 'children': ['303']}; {'id': '303', 'type': 'list_comprehension', 'children': ['304', '305', '334']}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '305', 'type': 'for_in_clause', 'children': ['306', '309']}; {'id': '306', 'type': 'pattern_list', 'children': ['307', '308']}; {'id': '307', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '308', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '309', 'type': 'call', 'children': ['310', '311']}; {'id': '310', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '311', 'type': 'argument_list', 'children': ['312', '322']}; {'id': '312', 'type': 'call', 'children': ['313', '318']}; {'id': '313', 'type': 'attribute', 'children': ['314', '317']}; {'id': '314', 'type': 'attribute', 'children': ['315', '316']}; {'id': '315', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '316', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '317', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '318', 'type': 'argument_list', 'children': ['319']}; {'id': '319', 'type': 'keyword_argument', 'children': ['320', '321']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '321', 'type': 'True', 'children': []}; {'id': '322', 'type': 'keyword_argument', 'children': ['323', '324']}; {'id': '323', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '324', 'type': 'lambda', 'children': ['325', '327']}; {'id': '325', 'type': 'lambda_parameters', 'children': ['326']}; {'id': '326', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '327', 'type': 'subscript', 'children': ['328', '331']}; {'id': '328', 'type': 'subscript', 'children': ['329', '330']}; {'id': '329', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '330', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '331', 'type': 'attribute', 'children': ['332', '333']}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '333', 'type': 'identifier', 'children': [], 'value': 'node_order'}; {'id': '334', 'type': 'if_clause', 'children': ['335']}; {'id': '335', 'type': 'comparison_operator', 'children': ['336', '337'], 'value': 'in'}; {'id': '336', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '337', 'type': 'call', 'children': ['338', '341']}; {'id': '338', 'type': 'attribute', 'children': ['339', '340']}; {'id': '339', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '340', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '341', 'type': 'argument_list', 'children': []}; {'id': '342', 'type': 'expression_statement', 'children': ['343']}; {'id': '343', 'type': 'assignment', 'children': ['344', '347']}; {'id': '344', 'type': 'attribute', 'children': ['345', '346']}; {'id': '345', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '346', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '347', 'type': 'identifier', 'children': [], 'value': 'nodes'} | def group_and_sort_nodes(self):
if self.node_grouping and not self.node_order:
if self.group_order == "alphabetically":
self.nodes = [
n
for n, d in sorted(
self.graph.nodes(data=True),
key=lambda x: x[1][self.node_grouping],
)
]
elif self.group_order == "default":
grp = [
d[self.node_grouping]
for _, d in self.graph.nodes(data=True)
]
grp_name = list(unique_everseen(grp))
nodes = []
for key in grp_name:
nodes.extend(
[
n
for n, d in self.graph.nodes(data=True)
if key in d.values()
]
)
self.nodes = nodes
elif self.node_order and not self.node_grouping:
self.nodes = [
n
for n, _ in sorted(
self.graph.nodes(data=True),
key=lambda x: x[1][self.node_order],
)
]
elif self.node_grouping and self.node_order:
if self.group_order == "alphabetically":
self.nodes = [
n
for n, d in sorted(
self.graph.nodes(data=True),
key=lambda x: (
x[1][self.node_grouping],
x[1][self.node_order],
),
)
]
elif self.group_order == "default":
grp = [
d[self.node_grouping]
for _, d in self.graph.nodes(data=True)
]
grp_name = list(unique_everseen(grp))
nodes = []
for key in grp_name:
nodes.extend(
[
n
for n, d in sorted(
self.graph.nodes(data=True),
key=lambda x: x[1][self.node_order],
)
if key in d.values()
]
)
self.nodes = nodes |
Subsets and Splits